From 6fbc6e0c96e2b550dd18322efce88524cb06f1bb Mon Sep 17 00:00:00 2001 From: urvisavla Date: Thu, 27 Jun 2024 15:56:36 -0700 Subject: [PATCH] exp/services/ledgerexporter: Add guide for contributors/developers (#5340) Co-authored-by: shawn Co-authored-by: George --- .../ledgerexporter/DEVELOPER_GUIDE.md | 65 ++++++++++++++++++ exp/services/ledgerexporter/architecture.png | Bin 0 -> 357065 bytes 2 files changed, 65 insertions(+) create mode 100644 exp/services/ledgerexporter/DEVELOPER_GUIDE.md create mode 100644 exp/services/ledgerexporter/architecture.png diff --git a/exp/services/ledgerexporter/DEVELOPER_GUIDE.md b/exp/services/ledgerexporter/DEVELOPER_GUIDE.md new file mode 100644 index 0000000000..ef81553e37 --- /dev/null +++ b/exp/services/ledgerexporter/DEVELOPER_GUIDE.md @@ -0,0 +1,65 @@ + +# Ledger Exporter Developer Guide +The ledger exporter is a tool to export Stellar network transaction data to cloud storage in a way that is easy to access. + +## Prerequisites +This document assumes that you have installed and can run the ledger exporter, and that you have familiarity with its CLI and configuration. If not, please refer to the [Installation Guide](./README.md). + +## Goal +The goal of the ledger exporter is to build an easy-to-use tool to export Stellar network ledger data to a configurable remote data store, such as cloud blob storage. + - Use cloud storage optimally + - Minimize network usage to export + - Make it easy and fast to search for a specific ledger or ledger range + +## Architecture +To achieve its goals, the ledger exporter uses the following architecture, which consists of the 3 main components: +- Captive-core to extract raw transaction metadata from the Stellar Network. +- Export manager to bundles and organizes the ledgers to get them ready for export. +- The cloud storage plugin writes to the cloud storage. This is specific to the type of cloud storage, GCS in this case. + + +![ledgerexporter-architecture](./architecture.png) + + +## Data Format +- Ledger exporter uses a compact and efficient data format called [XDR](https://developers.stellar.org/docs/learn/encyclopedia/data-format/xdr) (External Data Representation), which is a compact binary format. A Stellar Captive Core instance emits data in this format and the data structure is referred to as `LedgerCloseMeta`. The exporter bundles multiple `LedgerCloseMeta`'s into a single object using a custom XDR structure called `LedgerCloseMetaBatch` which is defined in [Stellar-exporter.x](https://github.com/stellar/go/blob/master/xdr/Stellar-exporter.x). + +- The metadata for the same batch is also stored alongside each exported object. Supported metadata is defined in [metadata.go](https://github.com/stellar/go/blob/master/support/datastore/metadata.go). + +- Objects are compressed before uploading using the [zstd](http://facebook.github.io/zstd/) (zstandard) compression algorithm to optimize network usage and storage needs. + +## Data Storage +- An example implementation of `DataStore` for GCS, Google Cloud Storage. This plugin is located in the [support](https://github.com/stellar/go/tree/master/support/datastore) package. +- The ledger exporter currently implements the interface only for Google Cloud Storage (GCS). The [GCS plugin](https://github.com/stellar/go/blob/master/support/datastore/gcs_datastore.go) uses GCS-specific behaviors like conditional puts, automatic retry, metadata, and CRC checksum. + +## Build, Run and Test using Docker +The Dockerfile contains all the necessary dependencies (e.g., Stellar-core) required to run the ledger exporter. + +- Build: To build the Docker container, use the provided [Makefile](./Makefile). Simply run make `make docker-build` to build a new container after making any changes. + +- Run: For instructions on running the Docker container, refer to the [Installation Guide](./README.md). + +- Test: To test the Docker container, refer to the [docker-test](./Makefile) command for an example of how to use the [GCS emulator](https://github.com/fsouza/fake-gcs-server) for local testing. + +## Adding support for a new storage type +Support for different data storage types are encapsulated as 'plugins', which are implementation of `DataStore` interface in a go package. To add a data storage plugin based on a new storage type (e.g. AWS S3), follow these steps: + +- A data storage plugin must implement the [DataStore](https://github.com/stellar/go/blob/master/support/datastore/datastore.go) interface. +- Add support for new datastore-specific features. Implement any datastore-specific custom logic. Different datastores have different ways of handling + - race conditions + - automatic retries + - metadata storage, etc. +- Add the new datastore to the factory function [NewDataStore](https://github.com/stellar/go/blob/master/support/datastore/datastore.go). +- Add a [config](./config.example.toml) section for the new storage type. This may include configurations like destination, authentication information etc. +- An emulator such as a GCS emulator [fake-gcs-server](https://github.com/fsouza/fake-gcs-server) can be used for testing without connecting to real cloud storage. + +### Design DOs and DONTs +- Multiple exporters should be able to run in parallel without the need for explicit locking or synchronization. +- Exporters when restarted do not have any memory of prior operation and rely on the already exported data as much as possible to decide where to resume. + +## Using exported data +The exported data in storage can be used in the ETL pipeline to gather analytics and reporting. To write a tool that consumes exported data you can use Stellar ingestion library's `ledgerbackend` package. This package includes a ledger backend called [BufferedStorageBackend](https://github.com/stellar/go/blob/master/ingest/ledgerbackend/buffered_storage_backend.go), +which imports data from the storage and validates it. For more details, refer to the ledgerbackend [documentation](https://github.com/stellar/go/tree/master/ingest/ledgerbackend). + +## Contributing +For information on how to contribute, please refer to our [Contribution Guidelines](https://github.com/stellar/go/blob/master/CONTRIBUTING.md). diff --git a/exp/services/ledgerexporter/architecture.png b/exp/services/ledgerexporter/architecture.png new file mode 100644 index 0000000000000000000000000000000000000000..85bd6d8b31d6224a6897681351c9b8f90f48d479 GIT binary patch literal 357065 zcmeFaXIzxovOTPf7#cH4MUsjLh#*LoAQ;G@n)8iU=4m01_HRVmDdI&>$$1 zbIvG|lS-2O)-zX}Ip+?)nRCzk@&82`MEiO6u3fcityO#c73FUnK%GGC*sQ9dE*uk(v>gp9`C+(@eeR=Z38=K$K@uwu> z(Na>zgD*UeJSse9?9*30QnQy9QUWecF4<%a_PU@p1lU@@ILB` z&2O##yQqUu5&pkN$?wbg|3c+2_VWLQ%3mF||0GlxVo_@wtF!G1ax_9#gI@MCy3gcyJPsaOPgM& z#oh(b?EDAm(0l*c!~50PHFIhMsMy0xRZ8u)d*FFSv3IQQH}~A}{)-U$_m>bWBbghi zd&_Iy?X*7NJW9)^{>GrJqUFeTPc*oRWM962l6`|pclEn3X}SLR1hz%Y7yOpYRBSERQ;V~7(n;Wi{ 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