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Contributing to our Proofs Repository

+

+ + semantic-release: conventional-commits + +

+ +The following guideline is heavily based on the [Angular Project Guideline](https://github.com/angular/angular/blob/main/CONTRIBUTING.md). As a contributor, here are the rules we would like you to follow: + + - [Submission Guidelines](#submit) + - [Submitting a Pull Request (PR)](#submit-pr) + - [Addressing review feedback](#address-review) + - [Updating the commit message](#updating-commit-message) + - [After your pull request is merged](#after-pr-merged) + - [Coding Rules](#rules) + - [Commit Message Guidelines](#commit-guidelines) + - [Commit Message Format](#commit) + - [Commit Message Header](#commit-message-header) + - [Type](#type) + - [Summary](#summary) + - [Commit Message Body](#commit-message-body) + - [Commit Message Footer](#commit-message-footer) + - [Revert Commits](#revert) + - [Commit Examples](#commit-examples) + - [Automatic Semantic Release](#semantic-release) + + +## Submission Guidelines + +This project is built using the [Cargo build system](https://doc.rust-lang.org/book/ch01-03-hello-cargo.html). + +The general flow you can follow when implementing a new feature/bugfix/docs/test is: + +1. Create a GitHub issue to keep track of the task you are implementing. + +The most relevant fields in the issue are: `assignees`, `projects`, `milestone`, `development`, and `description`. Those fields are not mandatory, but they may help in the future to easily fetch information related to a specific feature, such as the time it took from implementation until completeness, and which PRs are associated with which feature (many PRs can be related to a single feature/issue). + +2. From the created issue panel, use the `main` branch to generate a new branch that will be tied with the issue. In this case, when a Pull Request tied with the branch is merged, the issue will be automatically closed. + +3. As a convention, you can append the related problem you are trying to solve to the branch name. It's paramount that you append the 'PROOF-' in your branch name so that it's automatically linked with Jira. See [here](https://space-and-time.atlassian.net/wiki/spaces/SE/pages/12812378/SxT+Engineering+Team+Standards) for more informations. For example: + +``` +feat/compute-commitments-PROOF- +``` + +``` +fix/compute-commitments-PROOF- +``` + +``` +docs/compute-commitments-PROOF- +``` + +``` +ci/set-up-environment-PROOF- +``` + +4. Whenever you are done implementing the modifications in your branch, make a Pull Request to merge your changes into the main branch. Try to always assign someone to review your Pull Request. Since we are using an automatic release process to version our code, you should follow a strict pattern in your commit messages (below for more descriptions). It is advised that you name your Pull Request according to our semantic release rules, given that the commit message is automatically the same as the Pull Request title. For instance, name the PR as "feat: add hadamard product" and do not name the PR as "Adding hadamard product". Always test your code locally before any pull request is submitted. + +5. In the case of many commit messages to your branch, force the Pull Request to merge as a squashed merge. + +6. After the merge is done, delete your branch from the repository and check that the related issue was indeed closed. + +### Submitting a Pull Request (PR) + +Before you submit your Pull Request (PR) consider the following guidelines: + +1. Make your changes in a new git branch: + + In case you haven't generated a new branch yet, use the following command to create a new branch from the main: + ```shell + git checkout -b my-feature-branch main + ``` + + Otherwise, only checkout your branch: + + ```shell + git checkout my-feature-branch + ``` + +2. Create your patch, **including appropriate test cases**. + +3. Follow our [Coding Rules](#rules). + +4. Run the entire test suite to ensure tests are passing. + + ```shell + cargo test + ``` + +5. Commit your changes using a descriptive commit message that follows our [commit message conventions](#commit). Adherence to these conventions is necessary because release notes are automatically generated from these messages. + + ```shell + git add + git commit + ``` + + Note: Only add relevant files. Avoid adding binary files, as they frequently waste storage resources. Consider adding only text files (.rs, .cc, .json, .toml, etc). + +6. Push your branch to GitHub: + + ```shell + git push origin my-feature-branch + ``` + +7. In GitHub, send a pull request to `proofs:main`. + +Our proofs repository triggers automatically a workflow to test the code whenever a Pull Request is submitted or a commit is pushed to an existing PR. Before closing the PR, always verify that those tests are indeed passing. + +Also, to ease this process of using git, you can try to use [vscode](https://code.visualstudio.com/). Vscode has some nice extensions to manage your git workflow. + +### Addressing review feedback + +If we ask for changes via code reviews then: + +1. Make the required updates to the code. + +2. Re-run the entire test suite to ensure tests are still passing. + +3. Create a fixup commit and push to your GitHub repository (this will update your Pull Request): + + ```shell + # Create a fixup commit to fix up the last commit on the branch: + git commit --all --fixup HEAD + git push + ``` + + or + + ```shell + # Create a fixup commit to fix up commit with SHA : + git commit --fixup + ``` + + For more info on working with fixup commits see [here](https://github.com/angular/angular/blob/main/docs/FIXUP_COMMITS.md). + +4. When merging the PR, try to choose the squashed merge version as it does not pollute the main branch with many commit messages. + +### Updating the commit message + +A reviewer might often suggest changes to a commit message (for example, to add more context for a change or adhere to our [commit message guidelines](#commit)). +In order to update the commit message of the last commit on your branch: + +1. Check out your branch: + + ```shell + git checkout my-fix-branch + ``` + +2. Amend the last commit and modify the commit message: + + ```shell + git commit --amend + ``` + +3. Push to your GitHub repository: + + ```shell + git push --force-with-lease + ``` + +NOTE: If you need to update the commit message of an earlier commit, you can use `git rebase` in interactive mode. See the [git docs](https://git-scm.com/docs/git-rebase#_interactive_mode) for more details. + + +### After your pull request is merged + +After your pull request is merged, you can safely delete your branch and pull the changes from the main (upstream) repository: + +* Delete the remote branch on GitHub either through the GitHub web UI or your local shell as follows: + + ```shell + git push origin --delete my-fix-branch + ``` + +* Check out the main branch: + + ```shell + git checkout main -f + ``` + +* Delete the local branch: + + ```shell + git branch -D my-fix-branch + ``` + +* Update your local `main` with the latest upstream version: + + ```shell + git pull --ff upstream main + ``` + + +## Coding Rules +To ensure consistency throughout the source code, keep these rules in mind as you are working: + +* All features or bug fixes **must be tested** by one or more specs (unit-tests). +* All public API methods **must be documented**. We follow the rust documentation style (see [here](https://doc.rust-lang.org/cargo/commands/cargo-doc.html)). + +## Commit Message Guidelines + +### Semantic Versioning + +To version our code, we follow an **automatic semantic versioning** given by the [Semantic Versioning](https://semver.org/) scheme, which establishes that the version is given by **"MAJOR.MINOR.PATCH"** number, which is updated as: + +1. Increase the **MAJOR** version when you make incompatible API changes. +2. Increase the **MINOR** version when you add functionality in a backwards compatible manner. +3. Increase the **PATCH** version when you make backwards compatible bug fixes. + +For instance: "1.1.3" is a program that is in the first major and minor version and the third patch version. When an incompatible change is done to the public API, then this version is updated to "2.0.0". If a backward compatible feature is added later, the version is updated to "2.1.0". + +### Commit Message Format + +*This specification is inspired by and supersedes the +[Conventional Commits](https://www.conventionalcommits.org/en/v1.0.0/).* + +We have very precise rules over how our Git commit messages must be formatted. +This format leads to **easier to read commit history** and also smooths our **automatic semantic versioning**. + +Each commit message consists of a **header**, a **body**, and a **footer**. + +``` +
+ + + + +``` + +The `header` is mandatory and must conform to the [Commit Message Header](#commit-header) format. + +The `body` is optional for all commits. +When the body is present it must conform to the [Commit Message Body](#commit-body) format. + +The `footer` is optional. The [Commit Message Footer](#commit-footer) format describes what the footer is used for and the structure it must have. + + +#### Commit Message Header + +``` +: ( PROOF- ) + │ │ | + | | └─⫸ The JIRA issue key number associated with the commit message. + | | + | | + │ └─⫸ Summary in present tense. Not capitalized. No period at the end. + │ + │ + └─⫸ Commit Type: feat|feat!|fix|fix!|perf|perf!|refactor|refactor!|test|bench|build|ci|docs|style|chore +``` + +Both `` and `` fields are mandatory. `Type` must always be followed by a `:`, a space, then the `summary`. Optionally, you can add a `!` before the `:` so that the release analyzer can be aware of a breaking change, thus allowing the bump of the major version. Also, we always reference the JIRA issue in the commit message. See [here](https://space-and-time.atlassian.net/wiki/spaces/SE/pages/12812378/SxT+Engineering+Team+Standards) for more information. + +#### Type + +Must be one of the following: + +* **feat**: a commit of the type feat introduces a new feature to the codebase (this correlates with MINOR in Semantic Versioning). +* **feat!**: a commit of the type feat introduces a new feature to the codebase and introduces breaking changes (this correlates with MAJOR in Semantic Versioning). +* **fix**: a commit of the type fix patches a bug in your codebase (this correlates with PATCH in Semantic Versioning). +* **fix!**: a commit of the type fix a bug in your codebase and introduces breaking changes (this correlates with MAJOR in Semantic Versioning). +* **perf**: A code change that improves performance (this correlates with a PATCH in Semantic Versioning). +* **perf!**: A code change that improves performance and introduces breaking changes (this correlates with MAJOR in Semantic Versioning). +* **refactor**: A code change that neither fixes a bug nor adds a feature (this correlates with a PATCH in Semantic Versioning). +* **refactor!**: A code change that neither fixes a bug nor adds a feature and introduces breaking changes (this correlates with MAJOR in Semantic Versioning). +* **test**: Adding missing tests or correcting existing tests +* **bench**: Adding missing benchmarks or correcting existing benchmarks (this does not correlate with any semantic versioning update). +* **build**: Changes that affect the build system or external dependencies (this correlates with a PATCH in Semantic Versioning). +* **ci**: Changes to our CI configuration files and scripts. +* **docs**: Documentation only changes (this correlates with a PATCH in Semantic Versioning). +* **style**: Feature and updates related to styling (this does not correlate with any semantic versioning update). +* **chore**: Regular code maintenance (this does not correlate with any semantic versioning update). + +Try to not fill your commit with many unrelated changes to your code, as it makes the process of review more difficult. For instance, if you add a feature and tests to validate your feature, try to commit your code as two messages, one for the feature implementation ("feat: add feature x") and another for the test addition ("test: add tests to validate feature x"). + +#### Summary + +Use the summary field to provide a succinct description of the change (less than 80 characters): + +* use the imperative, present tense: "change", not "changing", nor "changed", and nor "changes" +* don't capitalize the first letter +* no dot (.) at the end + +### Commit Message Body + +Just as in the summary, use the imperative, present tense: "fix", not "fixed", nor "fixes", neither "fixing". + +Explain the motivation for the change in the commit message body. This commit message should explain _why_ you are making the change. +You can include a comparison of the previous behavior with the new behavior in order to illustrate the impact of the change. + +### Commit Message Footer + +The footer can contain information about breaking changes and deprecations and is also the place to reference GitHub issues and other PRs that this commit closes or is related to. For example: + +``` +: + + + +BREAKING CHANGE: Fixes # +``` + +Breaking Change section must always be at the message footer. + +### Revert commits + +If the commit reverts a previous commit, it should begin with `revert: `, followed by the header of the reverted commit. + +The content of the commit message body should contain: + +- information about the SHA of the commit being reverted in the following format: `This reverts commit `, +- a clear description of the reason for reverting the commit message. + +## Commit Examples + +### Commit message with ! to draw attention to breaking change + +``` +feat!: send an email to the customer when a product is shipped +``` + +### Commit message with both ! and BREAKING CHANGE footer + +``` +chore!: drop support for Node 6 + +BREAKING CHANGE: use JavaScript features not available in Node 6. +``` + +### Commit message with description and breaking change in the footer + +``` +feat: allow provided config object to extend other configs + +BREAKING CHANGE: `extends` key in config file is now used for extending other config files +``` + +### Commit message with no body + +``` +docs: correct spelling of CHANGELOG +``` + +### Commit message for a fix using an (optional) issue number. + +``` +fix: minor typos in code + +see the issue for details on the typos fixed + +fixes issue #12 +``` + +## Automatic Semantic - Release Process + +We are using a node semantic-release tool to automatically trigger our release process. As shown below, this tool inspects the commitment message to decide if the release should be triggered and which type of release should be triggered: + +| Type | Message | Release Type | +| -------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------- | +| ci | ci: | No Release | +| docs | docs: | No Release | +| refactor | refactor: | No Release | +| test | test: add new unit tests to gpu commitment module | No Release | +| build | build: | Fix Release (Patch) | +| perf | perf: speedup gpu commitment by 3x | Fix Release (Patch) | +| fix | fix: stop graphite breaking when too much pressure applied | Fix Release (Patch) | +| feat | feat: graphiteWidth' option | Feature Release (Minor) | +| feat | feat: add graphiteWidth option

The default graphite width of 10mm is always used for performance reasons.

BREAKING CHANGE: The graphiteWidth option has been added. | Breaking Release (Major)

(Note that the BREAKING CHANGE:
token must be in the footer of the commit) | +| perf | perf: remove graphiteWidth option

The default graphite width of 10mm is always used for performance reasons.

BREAKING CHANGE: The graphiteWidth option has been removed. | Breaking Release (Major)

(Note that the BREAKING CHANGE:
token must be in the footer of the commit) | + +Check the [Semantic-Release](https://github.com/semantic-release/semantic-release) link for more info. Ps: to update the above rules, check the [package.json](package.json) file, in the `release -> plugins -> @semantic-release/commit-analyzer -> releaseRules` section. + diff --git a/LICENSE b/LICENSE new file mode 100644 index 000000000..6f0003f67 --- /dev/null +++ b/LICENSE @@ -0,0 +1,70 @@ +Copyright (C) 2024 Space and Time Labs, Inc. + +Cryptographic Open Software License 1.0 + +This license contains the terms and conditions under which Space +and Time Labs, Inc. ("Space and Time") makes available this +Software. Your use of the Software is subject to these terms and +conditions. + +Space and Time grants you ("Licensee") a license to use, modify, +and redistribute the Software, but only (a) for Non-Commercial +Use, or (b) for Commercial Use with the Space and Time Platform +only. You must use the Software only as allowed by applicable +law. + +If Licensee makes available a copy of the Software to any third +party, the Software must be subject to the terms of this license +only, and Licensee must provide a copy of this license to that +third party. + +If Licensee makes changes or additions to the Software, Licensee +may license those changes or additions under terms of Licensee's +choice, but Licensee cannot change this license for the +Software. + +These terms do not allow Licensee to sublicense or transfer any +of Licensee’s rights to anyone else. These terms do not imply +any other licenses not expressly granted in this license. + +If Licensee violates any of these terms, or uses the Software in +a way not authorized under this license, the license granted to +Licensee ends immediately. + +If Licensee makes, or authorizes any other person to make, any +written claim that the Software, or any other product or service +of Space and Time, infringes or contributes to infringement of +any patent, all rights granted to Licensee under this license +end immediately. + +As far as the law allows, the Software is provided AS IS, +without any warranty or condition, and Space and Time will not +be liable to Licensee for any damages arising out of these terms +or the use or nature of the Software, under any kind of legal +claim. If the disclaimer in this paragraph is unenforceable +under applicable law, this license is void. + +Terms in this license are used as follows: + +The "Software" is any software made available by Space and Time +under this license. + +A "Space and Time Product" is any product or service offered by +Space and Time or its affiliates. + +"Non-Commercial Use" means personal, academic, scientific, or +research and development use, or evaluating the Software, but +does not include uses where the Software facilitates any +transaction of economic value or supports any system that +provides any economic or commercial value other than on the +Space and Time Platform. + +Any use that is not a Non-Commercial Use is a "Commercial Use." + +"Space and Time Platform" means the enterprise data platform, or +node operations within a Space and Time decentralized network, +in each case for processing database queries with cryptographic +proofs, that is made available by Space and Time. + +To "use" means any use, modification, distribution or other +exploitation of the Software or any part of it. \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 000000000..e9c1fee37 --- /dev/null +++ b/README.md @@ -0,0 +1,215 @@ +# Proof of SQL + +

+Proof of SQL +TwitterDiscord Server +

+ + +Proof of SQL is a high performance zero knowledge (ZK) prover developed by the [Space and Time](https://www.spaceandtime.io/) team, which cryptographically guarantees SQL queries were computed accurately against untampered data. It targets online latencies while proving computations over entire chain histories, an order of magnitude faster than state-of-the art zkVMs and coprocessors. + +As the first sub-second ZK prover, the protocol can execute analytic queries over 100k-row tables in less than a second on a single GPU (see benchmarks below). It can aggregate over millions of rows of indexed data within Ethereum block time on a single NVIDIA T4. The protocol is designed to support both onchain and offchain verification, leveraging a novel commitment scheme which significantly lowers gas fees with onchain verification. + +Using Proof of SQL, developers can compute over both onchain and offchain datasets in a trustless manner, proving the result back to their smart contract (or offchain verifier) just-in-time during a transaction to power more sophisticated DeFi protocols with data-driven contracts. Proof of SQL can be integrated into any SQL database (such as [Google BigQuery](https://cloud.google.com/blog/topics/partners/how-space-and-times-proof-of-sql-integrates-with-bigquery)), centralized or decentralized, and is already securing some of the most prominent Web3 apps, financial institutions, and enterprises. + +## Contributing + +Proof of SQL is in active development, and not all SQL functions are supported yet. Proof of SQL is most powerful as a community-driven project. We hope to foster a large group of contributers that can help maintain, improve, and +use this project to create a trustless and data-driven future. Please create an Issue, file a PR, or reach out via Discord if you want to add a SQL feature, +integrate into another ZK solution, use this in your project, or anything else! Check out our guidelines: [CONTRIBUTING.md](CONTRIBUTING.md). + +## For Developers + +Get started with Proof of SQL by using the published crate on [crates.io](https://crates.io/) or clone the repo and check out the examples. Check out the following sections of the README: +* [Examples](#examples) +* [Benchmarks](#benchmarks) +* [Supported SQL Syntax](#supported-sql-syntax) +* [Roadmap](#roadmap) +* [Protocol Overview](#protocol-overview) + +## Setup + +### Prerequisites + +* Linux x86_64 (NOTE: Most of the codebase _should_ work for most rust targets. However, proofs are accelerated using NVIDIA GPUs, so other targets would run very slowly and may require modification.) +* NVIDIA GPU & Drivers (Strongly Recommended) +* lld (`sudo apt install lld`) +* clang (`sudo apt install clang`) +* [Rust 1.78.0](https://www.rust-lang.org/tools/install) + + + +## Examples + +Proof of SQL comes with example code demonstrating its usage. You can find the examples in the `crates/proofs/examples` folder. Below are explainations of how to run some of these examples: + +### "Hello World" Example + +The "Hello World" example demonstrates generating and verifying a proof of the query `SELECT b FROM table WHERE a = 2` for the table: + +| a | b | +|------------|-------------| +| 1 | hi | +| 2 | hello | +| 3 | there | +| 2 | world | + +#### Run + +```bash +cargo run --example hello_world +``` + +#### Output + +``` +Warming up GPU... 520.959485ms +Loading data... 3.229767ms +Parsing Query... 1.870256ms +Generating Proof... 467.45371ms +Verifying Proof... 7.106864ms +Valid proof! +Query result: OwnedTable { table: {Identifier { name: "b" }: VarChar(["hello", "world"])} } +``` + +For a detailed explanation of the example and its implementation, refer to the [README](crates/proofs/examples/hello_world/README.md) and source code in [hello_world/main.rs](crates/proofs/examples/hello_world/main.rs). + +### CSV Database Example + +The CSV Database example demonstrates an implementation of a simple CSV-backed database with Proof of SQL capabilities. + +To install the example: + +```bash +cargo install --example posql_db --path crates/proofs #TODO: update once this is published to crates.io +``` + +For detailed usage instructions and examples of how to create, append to, prove, and verify queries in the CSV-backed database, refer to the [README](crates/proofs/examples/posql_db/README.md) and source code in [posql_db/main.rs](crates/proofs/examples/posql_db/main.rs). + +## Benchmarks + +Proof of SQL is optimized for speed and efficiency. Here's how it's so fast: + +1. We use **native, precomputed commitments** to the data. In other words, when adding data to the database, we compute a "digest" of the data, which effectively "locks in" the data. Instead of using a merkle tree based commitment, like those use in most blockchains, we use the commitment scheme that is inherent to Proof of SQL itself. +2. SQL is conducive to a **natural arithmatization**, meaning that there is very little overhead compared with other proof systems that are designed around instructions/sequential compute. Instead, Proof of SQL is designed from the ground up with data processing and parallelism in mind. +3. We use **GPU acceleration** on the most expensive cryptography in the prover. We use [Blitzar](https://github.com/spaceandtimelabs/blitzar) as our acceleration framework. + +### Setup + +We run benchmarks using both a machine with multiple NVIDIA A100 GPUs (NC A100 v4-series Azure VM) and a machine with a single NVIDIA T4 GPU (NCasT4_v3-series Azure VM). + +To run these benchmarks we first generate a large, randomly-filled table of data such as the following: +

+ +a (BIGINT) | b (BIGINT) | c (VARCHAR) +---|---|--- +17717 | -1 | Z +11651 | -3 | W +-9563 | -2 | dS +-6435 | -2 | x +-8338 | -1 | jI +12420 | -2 | DX +11546 | -3 | +18292 | 2 | +6500 | -1 | C +16219 | 2 | D5 + +

+ +Then, we run the following 3 queries against these data, prove, and verify the results: +* Query #1 - `SELECT b FROM table WHERE a = 0` +* Query #2 - `SELECT * FROM table WHERE ((a = 0) or (b = 1)) and (not (c = 'a'))` +* Query #3 - `SELECT b, SUM(a) as sum_a, COUNT(*) as c FROM table WHERE (c = 'a' OR c = 'b') AND b > 0 GROUP BY b` + +An example result for the 3rd query looks like this: + +

+ +b | sum_a | c +---|---|--- +1 | -45585 | 301 +2 | -137574, | 300 +3 | -107073 | 282 + +

+ +### Results + +The results are shown in the graphs below for the T4 machine and the A100 machine on all three of the queries listed above. Broadly the results are: + +* A query against 100k rows of data can be proven in sub-second time. +* A query against 100 million rows of data can be proven in roughly a minute. +* Verification time is roughly 20ms across the board. + +

Proof Of SQL Benchmarks (200k - T4)Proof Of SQL Benchmarks (200k - A100)Proof Of SQL Benchmarks (10m - T4)Proof Of SQL Benchmarks (100m - A100)

+ +## Supported SQL Syntax + +See the [SQL specification](docs/SQLSyntaxSpecification.md) for more details. Broadly, we support the following with more SQL features being added quickly: + +* `SELECT ... WHERE` +* `GROUP BY` +* Comparison operations: `=`, `>=`, `<=`, etc. +* Logical operations: `AND`, `OR`, `NOT`. +* Aggregations: `SUM`, `COUNT` +* Data Types: `BIGINT`, `VARCHAR`, `DECIMAL75`. + + +## Roadmap + +Proof of SQL is in active development. Here are some items that we are currently working on. We are happy to recieve feedback on additional features that the community requests. + +* Expanded SQL support - in particular, multi-table queries (like JOIN) and subqueries +* Cluster scale proofs - this means faster proofs over larger tables! +* Solidity (EVM) verifier - for more efficient onchain verification. +* A novel commitment scheme - while we support a variety of commitment schemes, we are developing a commitment scheme specifically for database operations, ensuring lower-gas onchain verification. + +We are also currently undergoing robust security audits. Keep this in mind as you use this code. + +## Protocol Overview + +See the [Space and Time Whitepaper](https://assets-global.website-files.com/642d91209f1e772d3740afa0/658edf3cf26933c4878ec965_whitepaper.pdf) for a more in depth explanation. We will also be adding more technical documentation to this repo soon. + +We created this protocol with a few key goals. First, it needs to be super fast for data processing, both for verification and round-trip execution. This requires a design that is built from the ground up, as opposed to using arbitrary zkVMs. Second, we made it very developer-friendly. Using SQL, the most popular data query language, ensures a familiar experience for anyone building data-focused applications, or sophisticated data-driven contracts. Finally, our protocol is designed to handle complex data processing, not just simple serial compute or data retrieval. + +In this protocol, there are two main roles: the client sending the query (Verifier) and the database service returning the result (Prover). Of course, the Verifier doesn't always have to send the query; it can be any client, such as a smart contract, a dapp frontend, or a laptop . This setup is crucial for applications with limited compute or storage but still requires a security guarantee that data analytics are correctly executed and the data remains unaltered. The Prover handles heavy computations, while the Verifier is lightweight, suitable for client devices or smart contracts with limited resources. + +A key architectural feature is the concept of a commitment, or digest. To ensure data integrity, the Verifier maintains this commitment to detect any tampering. Think of it as a digital fingerprint—a lightweight digest representing the data in the table. + +### Data Ingestion + +The initial interaction between the Verifier and the Prover involves data ingestion. In this process, when a service or client submits data for database inclusion, it first passes through the Verifier. Here, the Verifier generates (or updates) a commitment containing sufficient information to safeguard against tampering throughout the protocol. Once this commitment is established, the Verifier forwards the data to the database for storage, while retaining the commitment for future reference. + +

Data Ingestion Diagram

+ +### Query Request + +The second interaction involves query requests, where the Verifier seeks data analytics on Prover-held data. When a service, client, or Verifier initiates a query request, it sends the request to the Prover. Here, the Prover parses the query, computes the result, and generates a proof, sent alongside the result to the Verifier, which is maintaining the commitment. The Verifier, armed with the proof and commitment, can verify the Prover's result against the query request. + +

Query Request Diagram

+ + + +## License + +Proof of SQL is licensed under the Decentralized Open Software License 1.0. 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zoIy`H?jWbRa@reta>^?=_Sm24CYtX0jatdO*UUb6*0VpmtkbeHnN7UXJ$9&T3{;UxRYP3&`f3^y0m@7Xs5eGXGR$BGnqT|nvFbj?IDi(Suf!p zl3vmmIKULEWesb>uD9`6U*w1EXBC(ka-}KJ&4s z8e-IpuVc_u50S5b)G=31UI*gZwWf{`uI4yHB;V!ZKGiF~sXvQ^ULWnr>+5=m!#Qny zy_e%FlzM|92bmX+3acw^}3e~e70bZ|_ah~ z(B4eL{!FJ_V(qxfsRmJJsU5EmkX&7R)Xb?JYv_?ntUhz8JB{`R-I`|Xv9CIPO$wbM z2LAZZ@t@;A$A6Ch9RE4~bNuJ{&+(t*KgWOG?av7({6A_rlBKUsdVK%@002ovPDHLk FV1ioTWXS*k literal 0 HcmV?d00001 diff --git a/docs/SQLSyntaxSpecification.md b/docs/SQLSyntaxSpecification.md new file mode 100644 index 000000000..36195c85d --- /dev/null +++ b/docs/SQLSyntaxSpecification.md @@ -0,0 +1,56 @@ +# PoSQL SQL Syntax + +Proof of SQL currently supports the following syntax. The syntax support is rapidly expanding, and we are happy to take suggestions about what should be added. Anyone submitting a PR must ensure that this is kept up to date. + +``` +SELECT [* | expression [ [ AS ] output_name ] [, …]] +FROM table +[WHERE condition] +[GROUP BY expression] +[ORDER BY expression [ASC | DESC]] +[LIMIT count] +[OFFSET start] +``` +## Supported in the Prover +* DataTypes + - Boolean + - Numeric Types + * SmallInt / Int16 + * Int / Int32 + * BigInt / Int64 + * Int128 + * Decimal75 + - Character Types + * Varchar [^1] +* Operators + - Logical Operators + * AND, OR + * NOT + - Numerical Operators + * +, -, * + - Comparison Operators + * =, != + * \>, >=, <, <= +* Aggregate Functions + - SUM + - COUNT +* SELECT syntax + - WHERE clause + - GROUP BY clause +## Currently Only Supported in Post-Processing + +Note: this post-processing is still trustworthy because it is done by the verifier after verifying the result. The prime example of why this is valuable is for the query `SELECT SUM(price) / COUNT(price) FROM table`. +It is far more efficient for the verifier to compute the actual division, while the prover produces a proof for the `SUM` and `COUNT`. While we plan to support `/` in the prover soon, we will still defer to post-processing when it is possible, cheap enough for the verifier, and more efficient overall. + +* Operators + - Numerical Operators + * / + - Aggregate Functions + * MAX, MIN + * FIRST +* SELECT syntax + - ORDER BY clause + - LIMIT clause + - OFFSET clause + +[^1]: Currently, we do not support any string operations beyond = and !=. \ No newline at end of file diff --git a/rust-toolchain.toml b/rust-toolchain.toml new file mode 100644 index 000000000..51985806f --- /dev/null +++ b/rust-toolchain.toml @@ -0,0 +1,2 @@ +[toolchain] +channel = "1.78.0"