feat: dinosaurs-example

.github/workflows/lint-and-test.yml

@@ -114,6 +114,8 @@ jobs:
         run: cargo run --example hello_world --no-default-features --features="test"
       - name: Run space example
         run: cargo run --example space
+      - name: Run dinosaurs example
+        run: cargo run --example dinosaurs
       - name: Run posql_db example (With Blitzar)
         run: bash crates/proof-of-sql/examples/posql_db/run_example.sh
       - name: Run posql_db example (Without Blitzar)

crates/proof-of-sql/Cargo.toml

@@ -95,6 +95,10 @@ required-features = [ "arrow" ]
 name = "space"
 required-features = [ "arrow" ]
 
+[[example]]
+name = "dinosaurs"
+required-features = [ "arrow" ]
+
 [[bench]]
 name = "posql_benches"
 harness = false

crates/proof-of-sql/examples/dinosaurs/dinosaurs.csv

@@ -0,0 +1,11 @@
+id,name,period,diet,length_meters,weight_tons
+1,Tyrannosaurus Rex,Cretaceous,Carnivore,12.3,7.0
+2,Stegosaurus,Jurassic,Herbivore,9.0,5.5
+3,Triceratops,Cretaceous,Herbivore,8.5,10.0
+4,Velociraptor,Cretaceous,Carnivore,1.8,0.015
+5,Brachiosaurus,Jurassic,Herbivore,26.0,50.0
+6,Ankylosaurus,Cretaceous,Herbivore,6.5,6.0
+7,Spinosaurus,Cretaceous,Carnivore,15.0,7.5
+8,Diplodocus,Jurassic,Herbivore,27.0,25.0
+9,Allosaurus,Jurassic,Carnivore,9.7,2.3
+10,Parasaurolophus,Cretaceous,Herbivore,10.0,3.5

crates/proof-of-sql/examples/dinosaurs/main.rs

@@ -0,0 +1,125 @@
+//! This is a non-interactive example of using Proof of SQL with a dinosaur dataset.
+//! To run this, use `cargo run --release --example dinosaurs`.
+//!
+//! NOTE: If this doesn't work because you do not have the appropriate GPU drivers installed,
+//! you can run `cargo run --release --example dinosaurs --no-default-features --features="arrow cpu-perf"` instead. It will be slower for proof generation.
+
+use arrow::datatypes::SchemaRef;
+use arrow_csv::{infer_schema_from_files, ReaderBuilder};
+use proof_of_sql::{
+    base::database::{
+        arrow_schema_utility::get_posql_compatible_schema, OwnedTable, OwnedTableTestAccessor,
+        TestAccessor,
+    },
+    proof_primitive::dory::{
+        DynamicDoryCommitment, DynamicDoryEvaluationProof, ProverSetup, PublicParameters,
+        VerifierSetup,
+    },
+    sql::{parse::QueryExpr, postprocessing::apply_postprocessing_steps, proof::QueryProof},
+};
+use rand::{rngs::StdRng, SeedableRng};
+use std::{fs::File, time::Instant};
+
+// We generate the public parameters and the setups used by the prover and verifier for the Dory PCS.
+// The `max_nu` should be set such that the maximum table size is less than `2^(2*max_nu-1)`.
+const DORY_SETUP_MAX_NU: usize = 8;
+// This should be a "nothing-up-my-sleeve" phrase or number.
+const DORY_SEED: [u8; 32] = *b"262a6aa18b5c43d589677c13dd33e6dc";
+
+/// # Panics
+/// Will panic if the query does not parse or the proof fails to verify.
+fn prove_and_verify_query(
+    sql: &str,
+    accessor: &OwnedTableTestAccessor<DynamicDoryEvaluationProof>,
+    prover_setup: &ProverSetup,
+    verifier_setup: &VerifierSetup,
+) {
+    // Parse the query:
+    println!("Parsing the query: {sql}...");
+    let now = Instant::now();
+    let query_plan = QueryExpr::<DynamicDoryCommitment>::try_new(
+        sql.parse().unwrap(),
+        "dinosaurs".parse().unwrap(),
+        accessor,
+    )
+    .unwrap();
+    println!("Done in {} ms.", now.elapsed().as_secs_f64() * 1000.);
+
+    // Generate the proof and result:
+    print!("Generating proof...");
+    let now = Instant::now();
+    let (proof, provable_result) = QueryProof::<DynamicDoryEvaluationProof>::new(
+        query_plan.proof_expr(),
+        accessor,
+        &prover_setup,
+    );
+    println!("Done in {} ms.", now.elapsed().as_secs_f64() * 1000.);
+
+    // Verify the result with the proof:
+    print!("Verifying proof...");
+    let now = Instant::now();
+    let result = proof
+        .verify(
+            query_plan.proof_expr(),
+            accessor,
+            &provable_result,
+            &verifier_setup,
+        )
+        .unwrap();
+    let result = apply_postprocessing_steps(result.table, query_plan.postprocessing());
+    println!("Verified in {} ms.", now.elapsed().as_secs_f64() * 1000.);
+
+    // Display the result
+    println!("Query Result:");
+    println!("{result:?}");
+}
+
+fn main() {
+    let mut rng = StdRng::from_seed(DORY_SEED);
+    let public_parameters = PublicParameters::rand(DORY_SETUP_MAX_NU, &mut rng);
+    let prover_setup = ProverSetup::from(&public_parameters);
+    let verifier_setup = VerifierSetup::from(&public_parameters);
+
+    let filename = "./crates/proof-of-sql/examples/dinosaurs/dinosaurs.csv";
+    let inferred_schema =
+        SchemaRef::new(infer_schema_from_files(&[filename.to_string()], b',', None, true).unwrap());
+    let posql_compatible_schema = get_posql_compatible_schema(&inferred_schema);
+
+    let dinosaurs_batch = ReaderBuilder::new(posql_compatible_schema)
+        .with_header(true)
+        .build(File::open(filename).unwrap())
+        .unwrap()
+        .next()
+        .unwrap()
+        .unwrap();
+
+    // Load the table into an "Accessor" so that the prover and verifier can access the data/commitments.
+    let mut accessor =
+        OwnedTableTestAccessor::<DynamicDoryEvaluationProof>::new_empty_with_setup(&prover_setup);
+    accessor.add_table(
+        "dinosaurs.dinosaurs".parse().unwrap(),
+        OwnedTable::try_from(dinosaurs_batch).unwrap(),
+        0,
+    );
+
+    prove_and_verify_query(
+        "SELECT COUNT(*) AS total_dinosaurs FROM dinosaurs",
+        &accessor,
+        &prover_setup,
+        &verifier_setup,
+    );
+
+    prove_and_verify_query(
+        "SELECT name, weight_tons FROM dinosaurs WHERE diet = 'Carnivore' ORDER BY weight_tons DESC LIMIT 1",
+        &accessor,
+        &prover_setup,
+        &verifier_setup,
+    );
+
+    prove_and_verify_query(
+        "SELECT name, length_meters FROM dinosaurs ORDER BY length_meters DESC LIMIT 3",
+        &accessor,
+        &prover_setup,
+        &verifier_setup,
+    );
+}