From ef4bcce95265677a0e370839a320789090d95659 Mon Sep 17 00:00:00 2001 From: pavlospt Date: Thu, 7 Mar 2024 14:02:27 +0200 Subject: [PATCH] Initial work --- .github/CODEOWNERS | 2 + .github/workflows/ci.yaml | 48 +++ .github/workflows/git.yaml | 30 ++ .gitignore | 9 + Cargo.toml | 39 +++ README.md | 136 +++++++++ db/create_tables.sql | 215 +++++++++++++ db/fill_tables.sql | 71 +++++ docker-compose.yml | 40 +++ examples/example_diff.rs | 94 ++++++ images/python.png | Bin 0 -> 147013 bytes images/rust.png | Bin 0 -> 1183107 bytes rust-pgdatadiff-client/Cargo.toml | 18 ++ rust-pgdatadiff-client/src/main.rs | 88 ++++++ src/diff/db_clients.rs | 25 ++ src/diff/diff_ops.rs | 131 ++++++++ src/diff/diff_output.rs | 10 + src/diff/diff_payload.rs | 120 ++++++++ src/diff/internal/mod.rs | 1 + src/diff/internal/tests/mod.rs | 8 + src/diff/mod.rs | 9 + src/diff/sequence/mod.rs | 4 + src/diff/sequence/query/input/mod.rs | 65 ++++ src/diff/sequence/query/mod.rs | 5 + src/diff/sequence/query/output/mod.rs | 88 ++++++ src/diff/sequence/query/sequence_query.rs | 73 +++++ .../sequence/query/sequence_query_executor.rs | 175 +++++++++++ src/diff/sequence/query/sequence_types.rs | 12 + src/diff/sequence/sequence_differ.rs | 132 ++++++++ src/diff/sequence/sequence_differ_tests.rs | 71 +++++ src/diff/table/mod.rs | 5 + src/diff/table/query/input/mod.rs | 123 ++++++++ src/diff/table/query/mod.rs | 5 + src/diff/table/query/output/mod.rs | 150 +++++++++ src/diff/table/query/table_query.rs | 179 +++++++++++ src/diff/table/query/table_query_executor.rs | 287 ++++++++++++++++++ src/diff/table/query/table_types.rs | 184 +++++++++++ src/diff/table/table_differ.rs | 267 ++++++++++++++++ src/diff/table/table_differ_tests.rs | 169 +++++++++++ src/diff/types/mod.rs | 18 ++ src/lib.rs | 1 + 41 files changed, 3107 insertions(+) create mode 100644 .github/CODEOWNERS create mode 100644 .github/workflows/ci.yaml create mode 100644 .github/workflows/git.yaml create mode 100644 Cargo.toml create mode 100644 README.md create mode 100644 db/create_tables.sql create mode 100644 db/fill_tables.sql create mode 100644 docker-compose.yml create mode 100644 examples/example_diff.rs create mode 100644 images/python.png create mode 100644 images/rust.png create mode 100644 rust-pgdatadiff-client/Cargo.toml create mode 100644 rust-pgdatadiff-client/src/main.rs create mode 100644 src/diff/db_clients.rs create mode 100644 src/diff/diff_ops.rs create mode 100644 src/diff/diff_output.rs create mode 100644 src/diff/diff_payload.rs create mode 100644 src/diff/internal/mod.rs create mode 100644 src/diff/internal/tests/mod.rs create mode 100644 src/diff/mod.rs create mode 100644 src/diff/sequence/mod.rs create mode 100644 src/diff/sequence/query/input/mod.rs create mode 100644 src/diff/sequence/query/mod.rs create mode 100644 src/diff/sequence/query/output/mod.rs create mode 100644 src/diff/sequence/query/sequence_query.rs create mode 100644 src/diff/sequence/query/sequence_query_executor.rs create mode 100644 src/diff/sequence/query/sequence_types.rs create mode 100644 src/diff/sequence/sequence_differ.rs create mode 100644 src/diff/sequence/sequence_differ_tests.rs create mode 100644 src/diff/table/mod.rs create mode 100644 src/diff/table/query/input/mod.rs create mode 100644 src/diff/table/query/mod.rs create mode 100644 src/diff/table/query/output/mod.rs create mode 100644 src/diff/table/query/table_query.rs create mode 100644 src/diff/table/query/table_query_executor.rs create mode 100644 src/diff/table/query/table_types.rs create mode 100644 src/diff/table/table_differ.rs create mode 100644 src/diff/table/table_differ_tests.rs create mode 100644 src/diff/types/mod.rs create mode 100644 src/lib.rs diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS new file mode 100644 index 0000000..defe515 --- /dev/null +++ b/.github/CODEOWNERS @@ -0,0 +1,2 @@ +* @pavlospt +* @nikoshet diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml new file mode 100644 index 0000000..bb2d2a4 --- /dev/null +++ b/.github/workflows/ci.yaml @@ -0,0 +1,48 @@ +name: CI Pipeline + +on: + pull_request: + branches: + - main + +concurrency: + group: '${{ github.workflow }} @ ${{ github.head_ref || github.ref }}' + cancel-in-progress: true + +jobs: + build: + name: cargo build + runs-on: ubuntu-latest + strategy: + fail-fast: true + matrix: + include: + - name: "library" + path: "." + - name: "client" + path: "rust-pgdatadiff-client" + steps: + - uses: actions/checkout@v4 + - uses: actions-rust-lang/setup-rust-toolchain@v1 + - name: Cargo Build ${{ matrix.name }} + run: cargo build + working-directory: ${{ matrix.path }} + test: + name: cargo test + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - uses: actions-rust-lang/setup-rust-toolchain@v1 + - run: cargo test --all + format-and-clippy: + name: Cargo format & Clippy + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - uses: actions-rust-lang/setup-rust-toolchain@v1 + with: + components: rustfmt, clippy + - name: Rustfmt Check + uses: actions-rust-lang/rustfmt@v1 + - name: Lint with Clippy + run: cargo clippy --all diff --git a/.github/workflows/git.yaml b/.github/workflows/git.yaml new file mode 100644 index 0000000..2d041b4 --- /dev/null +++ b/.github/workflows/git.yaml @@ -0,0 +1,30 @@ +name: Git Checks + +on: [pull_request] + +jobs: + block-fixup: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - name: Block Fixup Commit Merge + uses: alexkappa/block-fixup-merge-action@v2 + add-assignee: + runs-on: ubuntu-latest + steps: + - uses: actions/github-script@v7 + with: + script: | + const issue = await github.rest.issues.get({ + owner: context.repo.owner, + repo: context.repo.repo, + issue_number: context.issue.number + }); + if (issue.data.assignees.length === 0) { + await github.rest.issues.addAssignees({ + owner: context.repo.owner, + repo: context.repo.repo, + issue_number: context.issue.number, + assignees: [context.actor] + }); + } diff --git a/.gitignore b/.gitignore index 6985cf1..b0e0373 100644 --- a/.gitignore +++ b/.gitignore @@ -12,3 +12,12 @@ Cargo.lock # MSVC Windows builds of rustc generate these, which store debugging information *.pdb + + +# Added by cargo + +/target +.idea/ +.DS_Store +postgres-data1/ +postgres-data2/ diff --git a/Cargo.toml b/Cargo.toml new file mode 100644 index 0000000..0093db4 --- /dev/null +++ b/Cargo.toml @@ -0,0 +1,39 @@ +[package] +name = "rust-pgdatadiff" +version = "0.1.2" +edition = "2021" +license = "MIT" +description = "Rust library for comparing two PostgreSQL databases" +readme = "README.md" +homepage = "https://github.com/pavlospt/rust-pgdatadiff" +repository = "https://github.com/pavlospt/rust-pgdatadiff" +keywords = ["postgres", "postgresql", "diff"] +documentation = "https://docs.rs/rust-pgdatadiff" + +[dependencies] +anyhow = "1.0.81" +tokio = { version = "1.36.0", features = ["full"] } +sqlx = { version = "0.7", features = ["runtime-tokio", "tls-native-tls", "postgres"] } +colored = "2.1.0" +futures = { version = "0.3.30", default-features = true, features = ["async-await"] } +env_logger = "0.11.3" +log = "0.4.21" +async-trait = "0.1.77" +pretty_assertions = "1.4.0" + +[dependencies.clap] +version = "4.5.2" +features = ["derive"] + +[dev-dependencies] +mockall = "0.12.1" +tokio = { version = "1.36.0", features = ["rt-multi-thread", "macros"] } + +[lib] +test = true +edition = "2021" +crate-type = ["lib"] +name = "rust_pgdatadiff" + +[workspace] +members = ["rust-pgdatadiff-client"] diff --git a/README.md b/README.md new file mode 100644 index 0000000..1be8974 --- /dev/null +++ b/README.md @@ -0,0 +1,136 @@ +# Rust PGDataDiff + +`rust-pgdatadiff` is a re-write of the Python version of [pgdatadiff](https://github.com/dmarkey/pgdatadiff) + +## What makes it different? + +* It is schema aware right from the get-go, as when we had to use the original + `pgdatadiff` we ended up having different schemas that we needed to perform checks on. + +* It runs DB operations in a parallel fashion, + making it at least 3x faster in comparison to the original `pgdatadiff` which performs the checks sequentially. + +* It is written in Rust, which means that it is memory safe and has a very low overhead. + +* It provides both a library and a client, which means that you can use it as a standalone tool + and in your own projects. + +_The benchmarks below are based on DBs with 5 tables and 1M rows each. The results are as follows:_ + +## Python (sequential) +![python-timings](images/python.png) + +## Rust (parallel) +![rust-timings](images/rust.png) + +# Installation (Client) + +In case you want to use this as a client you can install it through `cargo`: + +```shell +cargo install rust-pgdatadiff-client +``` + +# Installation (Library) + +In case you want to use this as a library you can add it to your `Cargo.toml`: + +```shell +cargo add rust-pgdatadiff +``` + +or + +```toml +[dependencies] +rust-pgdatadiff = "0.1.0" +``` + +# Usage (Client) + +``` +Usage: rust-pgdatadiff-client diff [OPTIONS] + +Arguments: + postgres://postgres:postgres@localhost:5438/example + postgres://postgres:postgres@localhost:5439/example + +Options: + --only-tables Only compare data, exclude sequences + --only-sequences Only compare sequences, exclude data + --only-count Do a quick test based on counts alone + --chunk-size The chunk size when comparing data [default: 10000] + --max-connections Max connections for Postgres pool [default: 100] + -i, --include-tables [...] Tables included in the comparison + -e, --exclude-tables [...] Tables excluded from the comparison + --schema-name Schema name [default: public] + -h, --help Print help + -V, --version Print version +``` + +# Usage (Library) + +```rust +use rust_pgdatadiff::diff::diff_ops::Differ; +use rust_pgdatadiff::diff::diff_payload::DiffPayload; + +#[tokio::main] +async fn main() -> Result<()> { + let first_db = "postgres://postgres:postgres@localhost:5438/example"; + let second_db = "postgres://postgres:postgres@localhost:5439/example"; + + let payload = DiffPayload::new( + first_db.to_owned(), + second_db.to_owned(), + *only_data, + *only_sequences, + *only_count, + *chunk_size, + *max_connections, + included_tables.to_vec(), + schema_name.clone(), + ); + let diff_result = Differ::diff_dbs(payload).await; + // Handle `diff_result` in any way it fits your use case + Ok(()) +} +``` + +# Examples + +You can spin up two databases already prefilled with data through Docker Compose. + +```shell +docker compose up --build +``` + +Prefilled databases include a considerable amount of data + rows, so you can run benchmarks against them to check the +performance of it. You can modify a few of the generated data in order to see it in action. + +You can find an example of using it as a library in the [`examples`](./examples) directory. + +Run the example with the following command, after Docker Compose has started: + +```shell +cargo run --example example_diff diff \ + "postgresql://localhost:5438?dbname=example&user=postgres&password=postgres" \ + "postgresql://localhost:5439?dbname=example&user=postgres&password=postgres" +``` + +You can also enable Rust related logs by exporting the following: + +```shell +export RUST_LOG=rust_pgdatadiff=info +``` + +Switching from `info` to `debug` will give you more detailed logs. Also since we are utilizing +`sqlx` under the hood, you can enable `sqlx` logs by exporting the following: + +```shell +export RUST_LOG=rust_pgdatadiff=info,sqlx=debug +``` + +# Authors + +* [Pavlos-Petros Tournaris](https://github.com/pavlospt) +* [Nikolaos Nikitas](https://github.com/nikoshet) diff --git a/db/create_tables.sql b/db/create_tables.sql new file mode 100644 index 0000000..ba76b88 --- /dev/null +++ b/db/create_tables.sql @@ -0,0 +1,215 @@ +-- Creation of product table +CREATE TABLE IF NOT EXISTS product +( + product_id + INT + NOT + NULL, + name + varchar +( + 250 +) NOT NULL, + PRIMARY KEY +( + product_id +) + ); + +-- Creation of country table +CREATE TABLE IF NOT EXISTS country +( + country_id + INT + NOT + NULL, + country_name + varchar +( + 450 +) NOT NULL, + PRIMARY KEY +( + country_id +) + ); + +-- Creation of city table +CREATE TABLE IF NOT EXISTS city +( + city_id + INT + NOT + NULL, + city_name + varchar +( + 450 +) NOT NULL, + country_id INT NOT NULL, + PRIMARY KEY +( + city_id +), + CONSTRAINT fk_country + FOREIGN KEY +( + country_id +) + REFERENCES country +( + country_id +) + ); + +-- Creation of store table +CREATE TABLE IF NOT EXISTS store +( + store_id + INT + NOT + NULL, + name + varchar +( + 250 +) NOT NULL, + city_id INT NOT NULL, + PRIMARY KEY +( + store_id +), + CONSTRAINT fk_city + FOREIGN KEY +( + city_id +) + REFERENCES city +( + city_id +) + ); + +-- Creation of user table +CREATE TABLE IF NOT EXISTS users +( + user_id + INT + NOT + NULL, + name + varchar +( + 250 +) NOT NULL, + PRIMARY KEY +( + user_id +) + ); + +-- Creation of status_name table +CREATE TABLE IF NOT EXISTS status_name +( + status_name_id + INT + NOT + NULL, + status_name + varchar +( + 450 +) NOT NULL, + PRIMARY KEY +( + status_name_id +) + ); + +-- Creation of sale table +CREATE TABLE IF NOT EXISTS sale +( + sale_id + varchar +( + 200 +) NOT NULL, + amount DECIMAL +( + 20, + 3 +) NOT NULL, + date_sale TIMESTAMP, + product_id INT NOT NULL, + user_id INT NOT NULL, + store_id INT NOT NULL, + PRIMARY KEY +( + sale_id +), + CONSTRAINT fk_product + FOREIGN KEY +( + product_id +) + REFERENCES product +( + product_id +), + CONSTRAINT fk_user + FOREIGN KEY +( + user_id +) + REFERENCES users +( + user_id +), + CONSTRAINT fk_store + FOREIGN KEY +( + store_id +) + REFERENCES store +( + store_id +) + ); + +-- Creation of order_status table +CREATE TABLE IF NOT EXISTS order_status +( + order_status_id + varchar +( + 200 +) NOT NULL, + update_at TIMESTAMP, + sale_id varchar +( + 200 +) NOT NULL, + status_name_id INT NOT NULL, + PRIMARY KEY +( + order_status_id +), + CONSTRAINT fk_sale + FOREIGN KEY +( + sale_id +) + REFERENCES sale +( + sale_id +), + CONSTRAINT fk_status_name + FOREIGN KEY +( + status_name_id +) + REFERENCES status_name +( + status_name_id +) + ); diff --git a/db/fill_tables.sql b/db/fill_tables.sql new file mode 100644 index 0000000..5d372a9 --- /dev/null +++ b/db/fill_tables.sql @@ -0,0 +1,71 @@ +-- Set params +set session my.number_of_sales = '1000000'; +set session my.number_of_users = '1000000'; +set session my.number_of_products = '100000'; +set session my.number_of_stores = '100000'; +set session my.number_of_coutries = '100000'; +set session my.number_of_cities = '30000'; +set session my.status_names = '15'; +set session my.start_date = '2019-01-01 00:00:00'; +set session my.end_date = '2020-02-01 00:00:00'; + +-- load the pgcrypto extension to gen_random_uuid () +CREATE EXTENSION pgcrypto; + +-- Filling of products +INSERT INTO product +select id, concat('Product ', id) +FROM GENERATE_SERIES(1, current_setting('my.number_of_products')::int) as id; + +-- Filling of countries +INSERT INTO country +select id, concat('Country ', id) +FROM GENERATE_SERIES(1, current_setting('my.number_of_coutries')::int) as id; + +-- Filling of cities +INSERT INTO city +select id + , concat('City ', id) + , floor(random() * (current_setting('my.number_of_coutries')::int) + 1)::int +FROM GENERATE_SERIES(1, current_setting('my.number_of_cities')::int) as id; + +-- Filling of stores +INSERT INTO store +select id + , concat('Store ', id) + , floor(random() * (current_setting('my.number_of_cities')::int) + 1)::int +FROM GENERATE_SERIES(1, current_setting('my.number_of_stores')::int) as id; + +-- Filling of users +INSERT INTO users +select id + , concat('User ', id) +FROM GENERATE_SERIES(1, current_setting('my.number_of_users')::int) as id; + +-- Filling of users +INSERT INTO status_name +select status_name_id + , concat('Status Name ', status_name_id) +FROM GENERATE_SERIES(1, current_setting('my.status_names')::int) as status_name_id; + +-- Filling of sales +INSERT INTO sale +select gen_random_uuid () + , round(CAST(float8 (random() * 10000) as numeric), 3) + , TO_TIMESTAMP(start_date, 'YYYY-MM-DD HH24:MI:SS') + + random()* (TO_TIMESTAMP(end_date, 'YYYY-MM-DD HH24:MI:SS') + - TO_TIMESTAMP(start_date, 'YYYY-MM-DD HH24:MI:SS')) + , floor(random() * (current_setting('my.number_of_products')::int) + 1)::int + , floor(random() * (current_setting('my.number_of_users')::int) + 1)::int + , floor(random() * (current_setting('my.number_of_stores')::int) + 1)::int +FROM GENERATE_SERIES(1, current_setting('my.number_of_sales')::int) as id + , current_setting('my.start_date') as start_date + , current_setting('my.end_date') as end_date; + +-- Filling of order_status +INSERT INTO order_status +select gen_random_uuid () + , date_sale + random()* (date_sale + '5 days' - date_sale) + , sale_id + , floor(random() * (current_setting('my.status_names')::int) + 1)::int +from sale; diff --git a/docker-compose.yml b/docker-compose.yml new file mode 100644 index 0000000..6ddbc4d --- /dev/null +++ b/docker-compose.yml @@ -0,0 +1,40 @@ +services: + postgres1: + image: public.ecr.aws/docker/library/postgres:16.2 + restart: always + environment: + - POSTGRES_USER=postgres + - POSTGRES_PASSWORD=postgres + - POSTGRES_DB=example + logging: + options: + max-size: 10m + max-file: "3" + ports: + - '5438:5432' + volumes: + - ./postgres-data1:/var/lib/postgresql/data + # copy the sql script to create tables + - ./db/create_tables.sql:/docker-entrypoint-initdb.d/create_tables.sql + # copy the sql script to fill tables + - ./db/fill_tables.sql:/docker-entrypoint-initdb.d/fill_tables.sql + + postgres2: + image: public.ecr.aws/docker/library/postgres:16.2 + restart: always + environment: + - POSTGRES_USER=postgres + - POSTGRES_PASSWORD=postgres + - POSTGRES_DB=example + logging: + options: + max-size: 10m + max-file: "3" + ports: + - '5439:5432' + volumes: + - ./postgres-data2:/var/lib/postgresql/data + # copy the sql script to create tables + - ./db/create_tables.sql:/docker-entrypoint-initdb.d/create_tables.sql + # copy the sql script to fill tables + - ./db/fill_tables.sql:/docker-entrypoint-initdb.d/fill_tables.sql diff --git a/examples/example_diff.rs b/examples/example_diff.rs new file mode 100644 index 0000000..c1dfba5 --- /dev/null +++ b/examples/example_diff.rs @@ -0,0 +1,94 @@ +// Path: examples/example_diff.rs +extern crate anyhow; +extern crate clap; +extern crate env_logger; +extern crate rust_pgdatadiff; + +use anyhow::Result; +use clap::{Parser, Subcommand}; +use rust_pgdatadiff::diff::diff_ops::Differ; +use rust_pgdatadiff::diff::diff_payload::DiffPayload; + +#[derive(Parser)] +#[command(author, version, about, long_about = None)] +#[command(propagate_version = true)] +struct Cli { + #[command(subcommand)] + command: Commands, +} + +#[derive(Subcommand)] +enum Commands { + #[command(about = "Print the version")] + Version, + Diff { + /// postgres://postgres:postgres@localhost:5438/example + first_db: String, + /// postgres://postgres:postgres@localhost:5439/example + second_db: String, + /// Only compare data, exclude sequences + #[arg(long, default_value_t = false, required = false)] + only_tables: bool, + /// Only compare sequences, exclude data + #[arg(long, default_value_t = false, required = false)] + only_sequences: bool, + /// Do a quick test based on counts alone + #[arg(long, default_value_t = false, required = false)] + only_count: bool, + /// The chunk size when comparing data + #[arg(long, default_value_t = 10000, required = false)] + chunk_size: i64, + /// Max connections for Postgres pool + #[arg(long, default_value_t = 100, required = false)] + max_connections: i64, + /// Tables included in the comparison + #[arg(short, long, value_delimiter = ',', num_args = 0.., required = false, conflicts_with = "exclude_tables")] + include_tables: Vec, + /// Tables excluded from the comparison + #[arg(short, long, value_delimiter = ',', num_args = 0.., required = false, conflicts_with = "include_tables")] + exclude_tables: Vec, + /// Schema name + #[arg(long, default_value = "public", required = false)] + schema_name: String, + }, +} + +#[tokio::main] +async fn main() -> Result<()> { + env_logger::init(); + + let cli = Cli::parse(); + match &cli.command { + Commands::Version => { + println!("Version: {}", env!("CARGO_PKG_VERSION")); + Ok(()) + } + Commands::Diff { + first_db, + second_db, + only_tables, + only_sequences, + only_count, + chunk_size, + max_connections, + include_tables, + exclude_tables, + schema_name, + } => { + let payload = DiffPayload::new( + first_db.clone(), + second_db.clone(), + *only_tables, + *only_sequences, + *only_count, + *chunk_size, + *max_connections, + include_tables.to_vec(), + exclude_tables.to_vec(), + schema_name.clone(), + ); + let _ = Differ::diff_dbs(payload).await; + Ok(()) + } + } +} diff --git a/images/python.png b/images/python.png new file mode 100644 index 0000000000000000000000000000000000000000..f8f362ea4a74da108df3d02a070b46ccf03565b5 GIT binary patch literal 147013 zcmafa1zc2J*DoTdgn*8ZOxe-S%)%OkfFKSK84^8IP#47} zi+=r7q%)ieQ0rRm`%)iIrEG+O*4SKS&$~P=ttb?^;e;C5d0w-bYmv+C;dU_oF^R`* zV}TDLFL^0Qye^Ly!J`e)LH;|b03A<&;?9%T%Foz8AnftXdA(u-0MLK3jy*IrHax+y z@EkWNI3Ij?)M0nO^I}4f#_iZ{^s*)C2t@cvUq|ln1VNn6j 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