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@@ -1,28 +1,26 @@
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# bsdaily
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[bsdaily](https://git.eeqj.de/sneak/bsdaily) is a command-line utility
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written in [Go](https://golang.org) that carves a single day (or a range of
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days) of [Bluesky](https://bsky.app) firehose data out of a large,
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continuously-growing SQLite database and writes it out as a self-contained,
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[bsdaily](https://git.eeqj.de/sneak/bsdaily) is a command-line utility written
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in [Go](https://golang.org) that carves a single day (or a range of days) of
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[Bluesky](https://bsky.app) firehose data out of a large, continuously-growing
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SQLite database and writes it out as a self-contained,
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[zstd](https://facebook.github.io/zstd/)-compressed SQL dump. The dumps are
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named by date (e.g. `2026-06-27.sql.zst`), organized into per-month
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directories, and are designed to be published, archived, mirrored, and later
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re-merged back into a single database.
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named by date (e.g. `2026-06-27.sql.zst`), organized into per-month directories,
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and are designed to be published, archived, mirrored, and later re-merged back
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into a single database.
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The source database is read from a read-only [ZFS](https://openzfs.org)
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snapshot, so extraction never contends with the live firehose ingester that
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is writing to the original database. The tool is operationally
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conservative: it checks free disk space before starting, copies the snapshot
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to fast scratch storage, processes one day at a time to avoid SQLite lock
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contention, verifies every compressed output before publishing it, and
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writes output atomically via a temp-file-and-rename so a partial run never
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leaves a corrupt `.sql.zst` behind.
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snapshot, so extraction never contends with the live firehose ingester that is
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writing to the original database. The tool is operationally conservative: it
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checks free disk space before starting, copies the snapshot to fast scratch
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storage, processes one day at a time to avoid SQLite lock contention, verifies
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every compressed output before publishing it, and writes output atomically via a
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temp-file-and-rename so a partial run never leaves a corrupt `.sql.zst` behind.
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This project was written by [@sneak](https://sneak.berlin) to produce a
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daily, mergeable, publicly-mirrorable archive of the Bluesky firehose. It is
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currently a one-person effort. The current version is pre-1.0 and there has
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not yet been a versioned release; [SemVer](https://semver.org) will be used
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for releases.
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This project was written by [@sneak](https://sneak.berlin) to produce a daily,
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mergeable, publicly-mirrorable archive of the Bluesky firehose. It is currently
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a one-person effort. The current version is pre-1.0 and there has not yet been a
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versioned release; [SemVer](https://semver.org) will be used for releases.
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# Build Status
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@@ -33,14 +31,14 @@ branch must always be green.
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Primary development happens on a privately-run Gitea instance at
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[https://git.eeqj.de/sneak/bsdaily](https://git.eeqj.de/sneak/bsdaily) and
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issues are [tracked
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there](https://git.eeqj.de/sneak/bsdaily/issues).
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issues are [tracked there](https://git.eeqj.de/sneak/bsdaily/issues).
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Changes must always be formatted with a standard `go fmt`, syntactically
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valid, and must pass the linting defined in the repository (presently the
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`golangci-lint` defaults), which can be run with a `make lint`. The `main`
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branch is protected and all changes must be made via [pull
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requests](https://git.eeqj.de/sneak/bsdaily/pulls) and pass CI to be merged.
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Changes must always be formatted with `make fmt` (`go fmt` for Go, prettier for
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Markdown), syntactically valid, and must pass the linting defined in the
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repository (presently the `golangci-lint` defaults), which can be run with a
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`make lint`. The `main` branch is protected and all changes must be made via
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[pull requests](https://git.eeqj.de/sneak/bsdaily/pulls) and pass CI to be
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merged.
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See [`REPO_POLICIES.md`](REPO_POLICIES.md) for detailed coding standards,
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tooling requirements, and workflow conventions.
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@@ -50,55 +48,55 @@ tooling requirements, and workflow conventions.
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This repository adheres to the
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[Scripts to Rule Them All](https://github.com/github/scripts-to-rule-them-all)
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standard: normalized scripts in `script/` are the entrypoints for the
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development workflow, and the Makefile targets are thin shims that call
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them. We provide:
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development workflow, and the Makefile targets are thin shims that call them. We
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provide:
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- `script/bootstrap` — install all development dependencies (go, Go
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module download); the linter is not installed on the host
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- `script/bootstrap` — install all development dependencies (go, Go module
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download, node and yarn at pinned versions when absent, and the prettier
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pinned in `package.json` and `yarn.lock`); a node or yarn already installed is
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used whatever its version; the linter is not installed on the host
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- `script/setup` — make a fresh clone ready for development: runs
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`script/bootstrap`, then `script/install-precommit`
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- `script/projectname` — print the project name (used for the Docker
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image tags)
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- `script/test` — build the Dockerfile's `test` phase, which runs the
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test suite with `-race` (verbose rerun on failure)
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- `script/projectname` — print the project name (used for the Docker image tags)
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- `script/test` — build the Dockerfile's `test` phase, which runs the test suite
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with `-race` (verbose rerun on failure)
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- `script/lint` — build the Dockerfile's `lint` phase, which runs
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`golangci-lint run ./...`
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- `script/fmt` — format the Go code with `go fmt` (writes)
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- `script/fmt-check` — check the Go formatting with `gofmt` (read-only)
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- `script/check` — run `script/test`, `script/lint`, and
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`script/fmt-check`
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- `script/docker` — build the Docker image tagged via
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`script/projectname`; the build runs the `lint` and `test` phases
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first
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- `script/cibuild` — CI entrypoint: runs `script/bootstrap` and
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`script/check`, then builds the Docker image tagged via
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`script/projectname`
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- `script/precommit` — pre-commit gate: `go mod tidy` (must not change
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`go.mod` or `go.sum`) and `go fmt`, then `script/check`
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- `script/install-precommit` — install the git pre-commit hook that
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runs `script/precommit`
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- `script/fmt` — format the Go code with `go fmt` and every Markdown file with
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prettier (writes)
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- `script/fmt-check` — check the Go formatting with `gofmt` and the Markdown
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formatting with prettier (read-only)
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- `script/check` — run `script/test`, `script/lint`, and `script/fmt-check`
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- `script/docker` — build the Docker image tagged via `script/projectname`; the
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build runs the `lint` and `test` phases first
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- `script/cibuild` — CI entrypoint: runs `script/bootstrap` and `script/check`,
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then builds the Docker image tagged via `script/projectname`
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- `script/precommit` — pre-commit gate: `go mod tidy` (must not change `go.mod`
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or `go.sum`) and `go fmt`, then `script/check`
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- `script/install-precommit` — install the git pre-commit hook that runs
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`script/precommit`
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Every Docker build in `script/` is uncached, so the `lint` and `test`
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phases always run rather than being served from the build cache.
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Every Docker build in `script/` is uncached, so the `lint` and `test` phases
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always run rather than being served from the build cache.
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# Problem Statement
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A Bluesky firehose ingester writes every observed post (and associated
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users, hashtags, URLs, and media references) into a single ever-growing
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SQLite database, `firehose.db`. This database has several properties that
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make it awkward to publish or archive directly:
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A Bluesky firehose ingester writes every observed post (and associated users,
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hashtags, URLs, and media references) into a single ever-growing SQLite
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database, `firehose.db`. This database has several properties that make it
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awkward to publish or archive directly:
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- It is **large and always growing**, so re-publishing the whole thing every
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day is wasteful.
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- It is **large and always growing**, so re-publishing the whole thing every day
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is wasteful.
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- It is **continuously written**, so reading from it directly risks lock
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contention with the live ingester and inconsistent reads.
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- It is **monolithic**, so there is no natural unit at which to mirror,
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share, or distribute "just yesterday's posts".
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- It is **monolithic**, so there is no natural unit at which to mirror, share,
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or distribute "just yesterday's posts".
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What is wanted instead is a stable, immutable, per-day artifact: a small
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file containing exactly one calendar day of firehose data, cheap to publish,
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cheap to mirror, and trivially re-mergeable into a full database by anyone
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who collects a set of them.
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What is wanted instead is a stable, immutable, per-day artifact: a small file
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containing exactly one calendar day of firehose data, cheap to publish, cheap to
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mirror, and trivially re-mergeable into a full database by anyone who collects a
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set of them.
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# Proposed Solution
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@@ -108,81 +106,81 @@ A tool, `bsdaily`, that:
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filesystem, so it reads from a consistent point-in-time copy that the live
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ingester cannot be writing to;
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- copies the snapshot's database files to fast scratch storage;
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- **extracts** a single day's `posts` (and all rows reachable from them) into
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a fresh, minimal per-day SQLite database;
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- **dumps** that per-day database to SQL and pipes it through multithreaded
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zstd compression;
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- **verifies** the compressed output (zstd integrity check plus a sanity
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check that the decompressed stream actually looks like SQL);
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- **extracts** a single day's `posts` (and all rows reachable from them) into a
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fresh, minimal per-day SQLite database;
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- **dumps** that per-day database to SQL and pipes it through multithreaded zstd
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compression;
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- **verifies** the compressed output (zstd integrity check plus a sanity check
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that the decompressed stream actually looks like SQL);
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- **publishes** the result atomically as
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`DailiesBase/YYYY-MM/YYYY-MM-DD.sql.zst`.
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Each daily dump is emitted with `INSERT` statements over the full schema
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(including the deduplicated `users`, `hashtags`, and `urls` lookup tables),
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so any collection of daily dumps can be merged into a single database by
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rewriting `INSERT INTO` to `INSERT OR IGNORE INTO` and replaying them in
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sequence. Two helper scripts ([`merge_daily_dumps.sh`](merge_daily_dumps.sh)
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and [`regenerate_auxiliary_tables.sql`](regenerate_auxiliary_tables.sql)) are
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(including the deduplicated `users`, `hashtags`, and `urls` lookup tables), so
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any collection of daily dumps can be merged into a single database by rewriting
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`INSERT INTO` to `INSERT OR IGNORE INTO` and replaying them in sequence. Two
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helper scripts ([`merge_daily_dumps.sh`](merge_daily_dumps.sh) and
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[`regenerate_auxiliary_tables.sql`](regenerate_auxiliary_tables.sql)) are
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included to do exactly this and to rebuild the aggregate statistics
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(`use_count`, `first_seen`, user `resolved_at`/`updated_at`) afterward.
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# Design Goals
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- **Never disturb the live ingester.** All reads come from a ZFS snapshot,
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never the live database.
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- **Never disturb the live ingester.** All reads come from a ZFS snapshot, never
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the live database.
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- **Crash-safe, idempotent runs.** Output is written to a temp file and
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atomically renamed; a day whose final output already exists is skipped, so
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re-running a range is safe and resumable.
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- **Mergeable output.** Daily dumps re-combine losslessly into a full
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database via `INSERT OR IGNORE`.
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- **Mergeable output.** Daily dumps re-combine losslessly into a full database
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via `INSERT OR IGNORE`.
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- **Operationally cautious.** Free-space preflight checks on both scratch and
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output filesystems; explicit verification of every artifact before it is
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published.
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- **Fast where it's free.** Large snapshot copies use a 256MiB buffer,
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pre-allocate the destination, and (on Linux) issue `posix_fadvise`
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sequential/willneed hints; extraction uses aggressive,
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crash-unsafe-by-design SQLite pragmas because the working data lives only
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in disposable scratch space.
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sequential/willneed hints; extraction uses aggressive, crash-unsafe-by-design
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SQLite pragmas because the working data lives only in disposable scratch
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space.
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# Non-Goals
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- **Real-time export.** `bsdaily` operates on daily snapshots; the freshest
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day it can produce is the snapshot date minus one.
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- **Schema ownership.** The schema is defined by the upstream firehose
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ingester; [`schema.sql`](schema.sql) is included for reference only.
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`bsdaily` copies whatever table and index DDL it finds in the source.
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- **Cross-platform deployment.** It is built and run on Linux (the
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free-space check and fadvise hints use `golang.org/x/sys/unix`; a non-Linux
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build compiles but is a no-op for the fadvise hints). The hard-coded paths
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assume the production host's ZFS layout.
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- **Real-time export.** `bsdaily` operates on daily snapshots; the freshest day
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it can produce is the snapshot date minus one.
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- **Schema ownership.** The schema is defined by the upstream firehose ingester;
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[`schema.sql`](schema.sql) is included for reference only. `bsdaily` copies
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whatever table and index DDL it finds in the source.
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- **Cross-platform deployment.** It is built and run on Linux (the free-space
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check and fadvise hints use `golang.org/x/sys/unix`; a non-Linux build
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compiles but is a no-op for the fadvise hints). The hard-coded paths assume
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the production host's ZFS layout.
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# How It Works
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A single run proceeds as follows:
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1. **Find the snapshot.** Scan `SnapshotBase` for directories matching
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`zfs-auto-snap_daily-YYYY-MM-DD-NNNN`, pick the most recent, and confirm
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it contains `firehose.db`.
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2. **Determine target days.** Default to the snapshot date minus one day;
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or use `--date`, or every day in the inclusive `--from`/`--to` range.
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`zfs-auto-snap_daily-YYYY-MM-DD-NNNN`, pick the most recent, and confirm it
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contains `firehose.db`.
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2. **Determine target days.** Default to the snapshot date minus one day; or use
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`--date`, or every day in the inclusive `--from`/`--to` range.
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3. **Preflight disk space.** Require at least 500GiB free on the scratch
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filesystem and 20GiB free on the output filesystem.
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4. **Copy the database to scratch.** Copy `firehose.db`, its `-wal`, and (if
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present) its `-shm` from the snapshot into a fresh temp directory under
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`TmpBase`.
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5. **Per day**, processed strictly one at a time to avoid SQLite contention:
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- skip the day if its final output file already exists;
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- `ATTACH` the copied source DB to a new empty per-day DB, recreate the
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table DDL, and `INSERT ... SELECT` the target day's `posts` plus all
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rows reachable from them (`posts_hashtags`, `posts_urls`, `hashtags`,
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`urls`, `users`, and `media` if that table exists);
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- abort the day cleanly if there are zero posts (`ErrNoPosts`), rather
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than emitting an empty dump;
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- recreate indexes, detach the source, and verify the inserted row count;
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- `sqlite3 .dump | zstdmt` into a hidden temp file;
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- run a zstd integrity check and confirm the decompressed head looks like
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SQL;
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- atomically rename into place and delete the per-day scratch DB.
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- skip the day if its final output file already exists;
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- `ATTACH` the copied source DB to a new empty per-day DB, recreate the
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table DDL, and `INSERT ... SELECT` the target day's `posts` plus all rows
|
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|
|
reachable from them (`posts_hashtags`, `posts_urls`, `hashtags`, `urls`,
|
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|
|
|
`users`, and `media` if that table exists);
|
|
|
|
|
- abort the day cleanly if there are zero posts (`ErrNoPosts`), rather than
|
|
|
|
|
emitting an empty dump;
|
|
|
|
|
- recreate indexes, detach the source, and verify the inserted row count;
|
|
|
|
|
- `sqlite3 .dump | zstdmt` into a hidden temp file;
|
|
|
|
|
- run a zstd integrity check and confirm the decompressed head looks like
|
|
|
|
|
SQL;
|
|
|
|
|
- atomically rename into place and delete the per-day scratch DB.
|
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6. **Clean up** the temp directory and log a processed/skipped/total summary.
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# Usage
|
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|
@@ -219,9 +217,9 @@ sqlite3 merged.db < regenerate_auxiliary_tables.sql
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- **Go** (see [`go.mod`](go.mod) for the toolchain version) to build.
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- **Linux** for production use (ZFS snapshots, `statfs` free-space checks,
|
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|
|
`posix_fadvise` hints).
|
|
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|
|
- The **`sqlite3`** and **`zstdmt`** (multithreaded zstd) binaries on
|
|
|
|
|
`PATH`; `zstdcat` is used for verification. SQLite reads/writes during
|
|
|
|
|
extraction use the pure-Go [`modernc.org/sqlite`](https://pkg.go.dev/modernc.org/sqlite)
|
|
|
|
|
- The **`sqlite3`** and **`zstdmt`** (multithreaded zstd) binaries on `PATH`;
|
|
|
|
|
`zstdcat` is used for verification. SQLite reads/writes during extraction use
|
|
|
|
|
the pure-Go [`modernc.org/sqlite`](https://pkg.go.dev/modernc.org/sqlite)
|
|
|
|
|
driver, so no cgo is required for that part.
|
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|
|
# Configuration
|
|
|
|
@@ -241,21 +239,21 @@ elsewhere.
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|
|
# Data Model
|
|
|
|
|
|
|
|
|
|
The firehose schema (reference copy in [`schema.sql`](schema.sql)) centers
|
|
|
|
|
on a `posts` table, with `users` keyed by DID and many-to-many junction
|
|
|
|
|
tables linking posts to deduplicated `hashtags` and `urls`. An optional
|
|
|
|
|
`media` table tracks downloaded blobs by content hash. `bsdaily` does not
|
|
|
|
|
own this schema; it reflects whatever DDL exists in the source snapshot and
|
|
|
|
|
selects forward from `posts` along the foreign-key relationships to produce a
|
|
|
|
|
referentially-complete per-day slice.
|
|
|
|
|
The firehose schema (reference copy in [`schema.sql`](schema.sql)) centers on a
|
|
|
|
|
`posts` table, with `users` keyed by DID and many-to-many junction tables
|
|
|
|
|
linking posts to deduplicated `hashtags` and `urls`. An optional `media` table
|
|
|
|
|
tracks downloaded blobs by content hash. `bsdaily` does not own this schema; it
|
|
|
|
|
reflects whatever DDL exists in the source snapshot and selects forward from
|
|
|
|
|
`posts` along the foreign-key relationships to produce a referentially-complete
|
|
|
|
|
per-day slice.
|
|
|
|
|
|
|
|
|
|
# Use Cases
|
|
|
|
|
|
|
|
|
|
## Daily public archive
|
|
|
|
|
|
|
|
|
|
Publish one small, immutable file per day to static HTTP (or IPFS, or a
|
|
|
|
|
mirror network) so that anyone can fetch exactly the day(s) they want and
|
|
|
|
|
re-merge them locally.
|
|
|
|
|
Publish one small, immutable file per day to static HTTP (or IPFS, or a mirror
|
|
|
|
|
network) so that anyone can fetch exactly the day(s) they want and re-merge them
|
|
|
|
|
locally.
|
|
|
|
|
|
|
|
|
|
## Backfilling a range
|
|
|
|
|
|
|
|
|
@@ -265,16 +263,17 @@ safe to re-run.
|
|
|
|
|
|
|
|
|
|
## Reconstituting a full database
|
|
|
|
|
|
|
|
|
|
Collect any set of daily dumps and merge them with `INSERT OR IGNORE` to
|
|
|
|
|
rebuild a complete, queryable SQLite database, then regenerate the aggregate
|
|
|
|
|
statistics tables.
|
|
|
|
|
Collect any set of daily dumps and merge them with `INSERT OR IGNORE` to rebuild
|
|
|
|
|
a complete, queryable SQLite database, then regenerate the aggregate statistics
|
|
|
|
|
tables.
|
|
|
|
|
|
|
|
|
|
# See Also
|
|
|
|
|
|
|
|
|
|
## Links
|
|
|
|
|
|
|
|
|
|
- Repo: [https://git.eeqj.de/sneak/bsdaily](https://git.eeqj.de/sneak/bsdaily)
|
|
|
|
|
- Issues: [https://git.eeqj.de/sneak/bsdaily/issues](https://git.eeqj.de/sneak/bsdaily/issues)
|
|
|
|
|
- Issues:
|
|
|
|
|
[https://git.eeqj.de/sneak/bsdaily/issues](https://git.eeqj.de/sneak/bsdaily/issues)
|
|
|
|
|
- Bluesky: [https://bsky.app](https://bsky.app)
|
|
|
|
|
- zstd: [https://facebook.github.io/zstd/](https://facebook.github.io/zstd/)
|
|
|
|
|
|
|
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|
|