From bef395178f68b29f285d692be1d507982237d686 Mon Sep 17 00:00:00 2001 From: James Arthur Date: Tue, 31 Mar 2026 11:32:48 -0700 Subject: [PATCH 1/7] docs: add subqueries deep dive blog post outline Structured outline for Rob to prose up in place. Covers DNF decomposition, move-in/move-out splice model, reverse-indexed stream routing, and oracle testing. Published: false. Co-Authored-By: Claude Opus 4.6 (1M context) --- .../posts/2026-03-31-subqueries-deep-dive.md | 387 ++++++++++++++++++ 1 file changed, 387 insertions(+) create mode 100644 website/blog/posts/2026-03-31-subqueries-deep-dive.md diff --git a/website/blog/posts/2026-03-31-subqueries-deep-dive.md b/website/blog/posts/2026-03-31-subqueries-deep-dive.md new file mode 100644 index 0000000000..63340877f2 --- /dev/null +++ b/website/blog/posts/2026-03-31-subqueries-deep-dive.md @@ -0,0 +1,387 @@ +--- +title: '...' +description: >- + ... +excerpt: >- + ... +authors: [robacourt] +image: /img/blog/subqueries-deep-dive/header.jpg +tags: [electric, subqueries, sync, engineering] +outline: [2, 3] +post: true +published: false +--- + +Subqueries are a key feature of Electric for cross-table filtering when syncing +data subsets into your apps. We've shipped a major upgrade that makes subqueries +much more expressive, matching more real-world data loading patterns. And solves +edge cases where data moving into and out of shapes caused unnecessary +resyncing. Using some advanced algorithmic techniques including DNF +decomposition and multi-timeline reverse indexes. + +This post dives into the engineering details and shows how we approached the +problem and used our Postgres oracle tests to verify correctness and +consistency. + +> [!Warning] ✨  Try it now +> - [Shapes guide — subqueries](/docs/guides/shapes#subqueries-experimental) +> - [Demo app — move-in/move-out visualiser](#) +> - [GitHub release vX.X](#) + + + + + + + +- Electric syncs subsets of Postgres into local apps using shapes — table + + where clause + optional columns +- Real-world apps have relational data; you often need to filter what you sync + based on related tables +- Subqueries solve this: + `WHERE user_id IN (SELECT user_id FROM memberships WHERE org_id = $1)` +- This is how you get "sync the users in my org" or "sync tasks for active + projects" — the bread and butter of app data loading +- When the underlying data changes — a user joins an org, a project gets + archived — rows need to move in and out of shapes dynamically + + + +- Our previous subquery support handled the common case well but was + constrained: single subquery per shape, limited boolean logic +- The really hard problem: when related data changes and rows move in/out, how + do you update the shape incrementally without resending everything? +- You need to know exactly which rows are newly included or excluded, at a + precise point in the replication stream, without race conditions or duplicates +- Real-world apps with complex filtering logic and dynamic relational data were + hitting these limitations, causing unnecessary resyncs and data reloading + + + + +## Arbitrary expressive subqueries via DNF decomposition + + + +- Previously limited to a single subquery per shape with constrained boolean + logic +- Now supports arbitrary combinations: `WHERE x IN sq1 OR y IN sq2`, `AND`, + `NOT IN`, nested expressions +- Show before/after examples of what you can now express + + + +### Why DNF? + +- The core insight: a single subquery move maps cleanly to one "what newly + entered?" query +- With `WHERE x IN sq1 OR y IN sq2`, a move in sq1 should only fetch rows + newly included by sq1 that weren't already present via sq2 +- DNF gives the right planning unit — each disjunct is one independent reason + a row can be in a shape +- A move only affects the disjuncts that reference the changed dependency +- Move-in queries can be scoped to just those disjuncts + + + +### DNF compilation + +- Where clause is normalised to positive DNF: + `(term AND term) OR (term AND term) OR ...` +- Each term is either a plain row predicate or a positive `IN (SELECT ...)` + subquery predicate +- The shape keeps compiled metadata: disjuncts, position count, + dependency-to-position mapping + + + + + +### The NOT problem + +- NOT with subqueries is genuinely hard — negation breaks the clean + disjunct-scoping model + + + + +## Efficient move-in/move-out without resync + + + +- When related data changes, rows move in and out of shapes — a user joins an + org, a project gets archived +- Previously this triggered a full resync — client gets a 409, reloads + everything +- Now Electric computes exactly which rows are newly included or excluded and + streams just those changes + +### The splice model + +- Core idea: buffer replication stream changes while running a precise move-in + query, then splice the results into the stream at exactly the right point + + + + + +### Move-in planning with DNF + +- A move in dependency D with new values V: identify impacted disjuncts, build + a candidate predicate scoped to just those disjuncts, exclude rows already + present via other disjuncts +- The query is narrow — only fetches rows that are genuinely new to the shape + + + + + +### Move-out handling + +- Move-outs are simpler — emit position-aware broadcasts, clients re-evaluate + inclusion locally +- No query needed; the client already has the row and just needs updated + active_conditions + + + +### Tags and active_conditions + +- Rows carry per-disjunct tags and per-position active_conditions booleans +- Clients evaluate inclusion: for each tag, AND the active_conditions at its + positions, OR the results across tags +- Move broadcasts update active_conditions for rows already on the client + without resending the row data + + + + + + +## Replication stream routing with reverse indexes + + + +- When a change arrives from Postgres, Electric needs to figure out which + shapes it's relevant to +- With many shapes using subqueries, naively evaluating every shape's where + clause for every change doesn't scale +- We use a reverse index backed by ETS that maps typed values to shape + handles — a single lookup finds candidate shapes instead of iterating + +### How the reverse index works + + + +- For positive predicates (`x IN sq`): look up the value, get shapes whose + membership contains it +- For negated predicates (`x NOT IN sq`): complement at read time — all + negated shapes minus those containing the value +- Candidates are verified against the full where clause to handle non-subquery + branches + + + +### Consistency during moves + +- During a move-in, the index needs to be broad enough to capture changes + relevant to both pre-splice and post-splice views +- For positive dependencies: store the union of before and after membership +- For negative dependencies: store the intersection +- This may over-route changes, but correctness is enforced downstream by + `convert_change` using the right subquery view for the change's position + relative to the splice boundary + + + + + + +## Oracle testing for correctness + + + +- Incremental view maintenance with splice points and multi-timeline routing + is hard to get right +- Edge cases are combinatorial — boolean logic × move timing × concurrent + changes × multiple dependencies +- Unit tests can't cover the state space; you need a fundamentally different + testing approach + +### Postgres as oracle + +- The core idea: Postgres already knows the right answer — run the full query + and compare +- For any sequence of operations, the oracle runs the equivalent `SELECT` + against the current database state +- Our incremental system must produce exactly the same result set at every + point + + + + + +### What we found + + + + + + +## Next steps + +- Try it now: subqueries work with any where clause — see the + [shapes guide](/docs/guides/shapes#subqueries-experimental) for syntax and + examples +- +- Subquery support ships in Electric vX.X — upgrade and start using richer + cross-table filtering in your shapes +- Works with [TanStack DB 0.6](/blog/2025/03/25/tanstack-db-0.6-app-ready-with-persistence-and-includes)'s + query-driven sync for progressive data loading with relational filtering +- Join the conversation on [Discord](https://discord.electric-sql.com) — we'd + love to hear what data loading patterns you're building + + +*** + + + + + + + + + + + + + + + + + + + + From 190a864897381db1e6f5db0eb8cfeec3c50417bf Mon Sep 17 00:00:00 2001 From: James Arthur Date: Tue, 31 Mar 2026 11:51:52 -0700 Subject: [PATCH 2/7] docs: fix blog post title, author config, and dead link MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Add rob to blog authors. Draft title, description, excerpt. Fix TanStack DB 0.6 link year (2025 → 2026). Remove missing image ref. Co-Authored-By: Claude Opus 4.6 (1M context) --- .../blog/posts/2026-03-31-subqueries-deep-dive.md | 12 ++++++------ website/data/blog/authors.yaml | 6 ++++++ 2 files changed, 12 insertions(+), 6 deletions(-) diff --git a/website/blog/posts/2026-03-31-subqueries-deep-dive.md b/website/blog/posts/2026-03-31-subqueries-deep-dive.md index 63340877f2..57ec02a182 100644 --- a/website/blog/posts/2026-03-31-subqueries-deep-dive.md +++ b/website/blog/posts/2026-03-31-subqueries-deep-dive.md @@ -1,11 +1,11 @@ --- -title: '...' +title: 'Expressive subqueries with zero resyncs — the engineering deep dive' description: >- - ... + A deep dive into how we rebuilt Electric's subquery support — DNF decomposition, splice-point move handling, reverse-indexed stream routing, and oracle testing for correctness. excerpt: >- - ... -authors: [robacourt] -image: /img/blog/subqueries-deep-dive/header.jpg + We shipped a major upgrade to Electric's subquery support. More expressive cross-table filtering, no unnecessary resyncs when data moves in and out of shapes. This post dives into the engineering. +authors: [rob] +image: '' tags: [electric, subqueries, sync, engineering] outline: [2, 3] post: true @@ -277,7 +277,7 @@ consistency. contrast with full resync --> - Subquery support ships in Electric vX.X — upgrade and start using richer cross-table filtering in your shapes -- Works with [TanStack DB 0.6](/blog/2025/03/25/tanstack-db-0.6-app-ready-with-persistence-and-includes)'s +- Works with [TanStack DB 0.6](/blog/2026/03/25/tanstack-db-0.6-app-ready-with-persistence-and-includes)'s query-driven sync for progressive data loading with relational filtering - Join the conversation on [Discord](https://discord.electric-sql.com) — we'd love to hear what data loading patterns you're building diff --git a/website/data/blog/authors.yaml b/website/data/blog/authors.yaml index 703cca5d39..9369395abc 100644 --- a/website/data/blog/authors.yaml +++ b/website/data/blog/authors.yaml @@ -46,6 +46,12 @@ kevindeporre: image: /img/team/kevin.jpg url: /about/team#kevin +rob: + name: "Rob A'Court" + title: Founding Engineer + image: /img/team/rob.jpg + url: /about/team#rob + tdrz: name: Tudor Zaharia title: Founding Engineer From 7f9c41d4669ddb162159a344be8ac6be773f24e0 Mon Sep 17 00:00:00 2001 From: James Arthur Date: Tue, 31 Mar 2026 12:03:14 -0700 Subject: [PATCH 3/7] docs: set subqueries blog post to published for preview Co-Authored-By: Claude Opus 4.6 (1M context) --- website/blog/posts/2026-03-31-subqueries-deep-dive.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/blog/posts/2026-03-31-subqueries-deep-dive.md b/website/blog/posts/2026-03-31-subqueries-deep-dive.md index 57ec02a182..97c61e2881 100644 --- a/website/blog/posts/2026-03-31-subqueries-deep-dive.md +++ b/website/blog/posts/2026-03-31-subqueries-deep-dive.md @@ -9,7 +9,7 @@ image: '' tags: [electric, subqueries, sync, engineering] outline: [2, 3] post: true -published: false +published: true --- Subqueries are a key feature of Electric for cross-table filtering when syncing From 4312cdc2ce1a15ddc6aaddae6756378d4a91784a Mon Sep 17 00:00:00 2001 From: James Arthur Date: Tue, 31 Mar 2026 13:23:35 -0700 Subject: [PATCH 4/7] blog: add header image. --- .../posts/2026-03-31-subqueries-deep-dive.md | 2 +- website/public/img/blog/subqueries/header.jpg | Bin 0 -> 330281 bytes 2 files changed, 1 insertion(+), 1 deletion(-) create mode 100644 website/public/img/blog/subqueries/header.jpg diff --git a/website/blog/posts/2026-03-31-subqueries-deep-dive.md b/website/blog/posts/2026-03-31-subqueries-deep-dive.md index 97c61e2881..e3ff5eba15 100644 --- a/website/blog/posts/2026-03-31-subqueries-deep-dive.md +++ b/website/blog/posts/2026-03-31-subqueries-deep-dive.md @@ -5,7 +5,7 @@ description: >- excerpt: >- We shipped a major upgrade to Electric's subquery support. More expressive cross-table filtering, no unnecessary resyncs when data moves in and out of shapes. 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zR?&S5=c%b#S0j$q7jsj$QS_m$$sz1N8ghZ0duE&1el+y^-|!mDWMq7U>xxAKaQrDx z+#m0MN)zu7sHy4$wvC7DQ4&cCdJbxD;6GY}_`eD#xD&*x#{_p2jHdQ;%*_=-pW z0A2VBECe_d(bUtaqwgAa&;b0a#V8%A8}8DIf%FUy>HMe)2TESwkN8nbpoaIwAOkdi z7y0z1{x9?GLo1-JpgsiwS0a`E_@y01DJ@4HgJc0;YV^$^>IFJ)^`DJ2{ozQKApi`D zP(PIo_h?_}DH?VWK-))BGyZW(pLUbD{ApMxumA|jrr>PNJwEL>{#nss2%u;1rw{-D zeJL03eiY{I^{MI)VRorJ)J?&_smD=JH{POVVr0|Q0y1hkl{!;~#*;u*aY?mGbnQ<) zDL;eop{*D#(7--Q0)vduKIJI>8qV4lwiv{KMMyy4d(=(drf%O_Xk#!xTvFg*(f Date: Tue, 31 Mar 2026 14:42:48 -0700 Subject: [PATCH 5/7] blog: sketch the intro out a touch more. --- .../posts/2026-03-31-subqueries-deep-dive.md | 25 +++++++++---------- website/docs/guides/shapes.md | 2 +- 2 files changed, 13 insertions(+), 14 deletions(-) diff --git a/website/blog/posts/2026-03-31-subqueries-deep-dive.md b/website/blog/posts/2026-03-31-subqueries-deep-dive.md index e3ff5eba15..abf2e98a9e 100644 --- a/website/blog/posts/2026-03-31-subqueries-deep-dive.md +++ b/website/blog/posts/2026-03-31-subqueries-deep-dive.md @@ -1,5 +1,5 @@ --- -title: 'Expressive subqueries with zero resyncs — the engineering deep dive' +title: 'Expressive subqueries without resyncs — the engineering deep dive' description: >- A deep dive into how we rebuilt Electric's subquery support — DNF decomposition, splice-point move handling, reverse-indexed stream routing, and oracle testing for correctness. excerpt: >- @@ -12,21 +12,16 @@ post: true published: true --- -Subqueries are a key feature of Electric for cross-table filtering when syncing -data subsets into your apps. We've shipped a major upgrade that makes subqueries -much more expressive, matching more real-world data loading patterns. And solves -edge cases where data moving into and out of shapes caused unnecessary -resyncing. Using some advanced algorithmic techniques including DNF -decomposition and multi-timeline reverse indexes. +[Subqueries](/docs/guides/shapes#subqueries) are a key feature of Electric's [Postgres Sync](/primitives/postgres-sync), enabling cross-table filtering when syncing [subsets of data](/docs/guides/shapes) into your apps. -This post dives into the engineering details and shows how we approached the -problem and used our Postgres oracle tests to verify correctness and -consistency. +With [v1.X](#) we've shipped a major upgrade to subqueries that makes them more expressive and powerful. Supporting more real-world data loading patterns and solving edge cases where data moving into and out of shapes caused unnecessary re-syncing. + +This post dives into the engineering details and shows how we approached the problem with techniques including [DNF decomposition](#arbitrary-expressive-subqueries-via-dnf-decomposition) and [multi-timeline reverse indexes](#replication-stream-routing-with-reverse-indexes). And how we used our [Postgres oracle tests](#oracle-testing-for-correctness) to verify correctness and consistency. > [!Warning] ✨  Try it now -> - [Shapes guide — subqueries](/docs/guides/shapes#subqueries-experimental) -> - [Demo app — move-in/move-out visualiser](#) -> - [GitHub release vX.X](#) +> [Read the docs](/docs/guides/shapes#subqueries), the [release notes](#) and the [move-in move-out visualiser](#) demo app. + + +## Understanding subqueries + - Electric syncs subsets of Postgres into local apps using shapes — table + where clause + optional columns - Real-world apps have relational data; you often need to filter what you sync @@ -53,6 +50,8 @@ consistency. +### Previous limitations + - Our previous subquery support handled the common case well but was constrained: single subquery per shape, limited boolean logic - The really hard problem: when related data changes and rows move in/out, how diff --git a/website/docs/guides/shapes.md b/website/docs/guides/shapes.md index e6b053e6b3..f5e68a5739 100644 --- a/website/docs/guides/shapes.md +++ b/website/docs/guides/shapes.md @@ -116,7 +116,7 @@ Where clauses have the following constraints: 1. can't use non-deterministic SQL functions like `count()` or `now()` -#### Subqueries (experimental) +#### Subqueries Electric supports subqueries in where clauses, allowing you to filter rows based on data in other tables. This enables cross-table filtering patterns—for example, syncing only users who belong to a specific organization: From 5cf0b3e3c1986a8869507364caaf1fce3133c358 Mon Sep 17 00:00:00 2001 From: James Arthur Date: Tue, 31 Mar 2026 16:10:41 -0700 Subject: [PATCH 6/7] blog: add ilia as co-author --- website/blog/posts/2026-03-31-subqueries-deep-dive.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/blog/posts/2026-03-31-subqueries-deep-dive.md b/website/blog/posts/2026-03-31-subqueries-deep-dive.md index abf2e98a9e..303b864916 100644 --- a/website/blog/posts/2026-03-31-subqueries-deep-dive.md +++ b/website/blog/posts/2026-03-31-subqueries-deep-dive.md @@ -4,7 +4,7 @@ description: >- A deep dive into how we rebuilt Electric's subquery support — DNF decomposition, splice-point move handling, reverse-indexed stream routing, and oracle testing for correctness. excerpt: >- We shipped a major upgrade to Electric's subquery support. More expressive cross-table filtering, no unnecessary resyncs when data moves in and out of shapes. This post dives into the engineering. -authors: [rob] +authors: [rob, icehaunter] image: '/img/blog/subqueries/header.jpg' tags: [electric, subqueries, sync, engineering] outline: [2, 3] From 83fef0b297d5b764035b0497dc3d5b23f09ca19f Mon Sep 17 00:00:00 2001 From: Valter Balegas Date: Tue, 28 Apr 2026 13:51:13 +0100 Subject: [PATCH 7/7] docs: replace subqueries blog post outline with full draft Co-Authored-By: Claude Opus 4.6 (1M context) --- .../posts/2026-03-31-subqueries-deep-dive.md | 294 +++++++++++------- 1 file changed, 173 insertions(+), 121 deletions(-) diff --git a/website/blog/posts/2026-03-31-subqueries-deep-dive.md b/website/blog/posts/2026-03-31-subqueries-deep-dive.md index 303b864916..4dc2416b89 100644 --- a/website/blog/posts/2026-03-31-subqueries-deep-dive.md +++ b/website/blog/posts/2026-03-31-subqueries-deep-dive.md @@ -4,7 +4,7 @@ description: >- A deep dive into how we rebuilt Electric's subquery support — DNF decomposition, splice-point move handling, reverse-indexed stream routing, and oracle testing for correctness. excerpt: >- We shipped a major upgrade to Electric's subquery support. More expressive cross-table filtering, no unnecessary resyncs when data moves in and out of shapes. This post dives into the engineering. -authors: [rob, icehaunter] +authors: [rob, icehaunter, balegas] image: '/img/blog/subqueries/header.jpg' tags: [electric, subqueries, sync, engineering] outline: [2, 3] @@ -37,29 +37,21 @@ This post dives into the engineering details and shows how we approached the pro ## Understanding subqueries -- Electric syncs subsets of Postgres into local apps using shapes — table + - where clause + optional columns -- Real-world apps have relational data; you often need to filter what you sync - based on related tables -- Subqueries solve this: - `WHERE user_id IN (SELECT user_id FROM memberships WHERE org_id = $1)` -- This is how you get "sync the users in my org" or "sync tasks for active - projects" — the bread and butter of app data loading -- When the underlying data changes — a user joins an org, a project gets - archived — rows need to move in and out of shapes dynamically +Subqueries have been the most-requested feature in Electric since we introduced our sync model using shapes. Today we extend the query capabilities of our sync engine with arbitrary `WHERE` clauses across related tables. + +A shape in Electric is a table plus a `WHERE` clause — the unit of partial replication that a client subscribes to. Subqueries extend that primitive across the schema. Where a plain `WHERE` clause picks rows out of one table, a subquery lets the clause reach into another table to decide who belongs, which is what most applications actually need: the documents a particular user can see, the tasks for projects that haven't been archived, the comments on issues belonging to this quarter's team. The membership of those sets lives in other tables, and those rows move. + +`WHERE user_id IN (SELECT user_id FROM memberships WHERE org_id = $1)` says "the users in my organisation," and patterns like it cover most of how relational application data wants to be loaded. As a static query this is unremarkable. The interesting part starts the moment somebody joins the org — because the clause was true for one set of users a second ago and is true for a different set now, and getting from one to the other without throwing away everything in between is the problem this post is about. ### Previous limitations -- Our previous subquery support handled the common case well but was - constrained: single subquery per shape, limited boolean logic -- The really hard problem: when related data changes and rows move in/out, how - do you update the shape incrementally without resending everything? -- You need to know exactly which rows are newly included or excluded, at a - precise point in the replication stream, without race conditions or duplicates -- Real-world apps with complex filtering logic and dynamic relational data were - hitting these limitations, causing unnecessary resyncs and data reloading +Our previous subquery implementation handled the simplest case well, but the corners were sharp. A shape was allowed one subquery and a narrow shape of boolean logic around it; anything richer — multiple subqueries, real `AND`/`OR` combinations, negated dependencies, the expressions you reach for the moment you try to model authorisation — would invalidate on a dependency change and return a 409, forcing the client to discard its local copy and resync from scratch. + +That isn't tolerable at any size. A resync means refetching data from the server and additional latency — every time somebody three tables away makes a small change. The shape was doing exactly what we'd built it to do. We just hadn't built it to do enough. + +So we rebuilt it. -- Previously limited to a single subquery per shape with constrained boolean - logic -- Now supports arbitrary combinations: `WHERE x IN sq1 OR y IN sq2`, `AND`, - `NOT IN`, nested expressions -- Show before/after examples of what you can now express +A shape's `WHERE` clause can now combine multiple subqueries, mix them with regular predicates, and use the full set of boolean operators — `AND`, `OR`, `NOT IN` — across any combination of dependencies. You can model your auth system using shapes: + +```sql +-- Documents I own, or that are shared with me +WHERE owner_id = $1 + OR id IN (SELECT document_id FROM document_shares WHERE shared_with = $1) + +-- Tasks in my team's projects, except ones I've hidden +WHERE project_id IN (SELECT id FROM projects WHERE team_id = $1) + AND id NOT IN (SELECT task_id FROM hidden_tasks WHERE user_id = $1) + +-- Comments on issues belonging to tasks in my project +WHERE issue_id IN ( + SELECT id FROM issues WHERE task_id IN ( + SELECT id FROM tasks WHERE project_id = $1 + ) +) +``` + +### Matching changes in constant time + +Every change replicated from Postgres has to be matched against every shape that could possibly contain it. With thousands of concurrent shapes, the budget for that work is small — to keep throughput flat as shape counts grow, matching needs to be effectively constant time per change. + +Electric meets this budget by indexing the `WHERE` clause of every shape rather than evaluating it on the hot path. The matching engine carries a tree of conditions and a small set of index types tuned to common predicate patterns. When a change arrives, the engine asks the indexes which shapes care about the values in this row, and the answer comes back as a hash lookup. - + -### Why DNF? +```` +```diagram +id: indexed-shapes -- The core insight: a single subquery move maps cleanly to one "what newly - entered?" query -- With `WHERE x IN sq1 OR y IN sq2`, a move in sq1 should only fetch rows - newly included by sq1 that weren't already present via sq2 -- DNF gives the right planning unit — each disjunct is one independent reason - a row can be in a shape -- A move only affects the disjuncts that reference the changed dependency -- Move-in queries can be scoped to just those disjuncts +A change carrying a value flows into an index for the column it hits. The +index has one entry per distinct value the engine has seen in registered +shapes, and only the entry matching the incoming change's value is activated. +From the activated entry, lines fan out to the shapes that registered against +it. Other shapes — registered against other entries in the same index — sit +unconnected for this lookup. + +The point: a single hash lookup picks one entry, and the entry's branches +reach a subset of all registered shapes. Throughput stays flat as the total +shape count grows, because the engine touches only the matched ones. +``` +```` + +The structure of that index tree is where DNF earns its place. A tree of indexed conditions is naturally a disjunction of conjunctions: each `AND`-chain is a path through the indexes that narrows the candidate set step by step, and each `OR` is an independent path that contributes its own candidates. Disjunctive normal form — a flat `OR` of `AND`s — is the canonical shape that maps onto this architecture exactly. Compile any boolean expression to DNF first, and every disjunct becomes an independent indexed path; arbitrary boolean structure becomes routable in constant time without changing the engine underneath. + a given dependency change — see ```diagram block below for the spec --> + +```` +```diagram +id: dnf-decomposition + +A complex WHERE clause with OR (e.g. "active AND (owner_id = $1 OR +shared_with = $1)") is decomposed into DNF disjuncts. Each disjunct +registers as its own path inside the matching engine's index. Both +disjuncts share the same column of registered shapes; different disjuncts +reach different subsets of that column. + +The two disjuncts should be visually distinct — different colours, or +different line styles — so the reader can see which shapes each one +reaches. Some shapes will be reached by D1, others by D2, others by +neither (those belong to other queries' indexed paths). Interleave the +matched shapes through the column rather than clustering them by disjunct. -### DNF compilation +The point: arbitrary boolean structure compiles down to independent indexed +paths over the same shape population, with no algorithmic change to the +matching engine itself. +``` +```` -- Where clause is normalised to positive DNF: - `(term AND term) OR (term AND term) OR ...` -- Each term is either a plain row predicate or a positive `IN (SELECT ...)` - subquery predicate -- The shape keeps compiled metadata: disjuncts, position count, - dependency-to-position mapping +The matching engine didn't need a new algorithm to support nested `OR`s and negations. It needed every shape's `WHERE` clause delivered in a form the existing indexes already knew how to handle. -### The NOT problem - -- NOT with subqueries is genuinely hard — negation breaks the clean - disjunct-scoping model +### Handling negation +DNF resolves negation at compile time. De Morgan's law pushes `NOT` down to the leaves of the boolean tree, so after decomposition every condition carries a single fixed polarity — positive (`IN`) or negated (`NOT IN`). The engine stores polarity as a flag on each indexed path and subscribes to the corresponding event stream: joins for positive, exits for negated. + +Within a shape, a single dependency can't appear with both polarities. `x IN sq AND x NOT IN sq` and `(x IN sq) OR (x NOT IN sq)` are both contradictions and get rejected at registration. Different dependencies can have different polarities — `(x IN A) OR (x NOT IN B)` is fine, each compiling to its own indexed path. + -## Efficient move-in/move-out without resync +## Move-in and move-out without resync -- When related data changes, rows move in and out of shapes — a user joins an - org, a project gets archived -- Previously this triggered a full resync — client gets a 409, reloads - everything -- Now Electric computes exactly which rows are newly included or excluded and - streams just those changes +When a dependency changes, rows enter or leave the shape. Adding a user to an organisation brings hundreds of documents into their stream; archiving a project drops its tasks. The previous implementation responded to either event with a 409 and a full resync. The new one queries Postgres for the affected rows at the dependency change's LSN, splices the result into the live stream, and continues — clients see the new rows arrive in order without losing their existing state. ### The splice model -- Core idea: buffer replication stream changes while running a precise move-in - query, then splice the results into the stream at exactly the right point +A shape's new rows live in Postgres at some LSN. The Electric server issues a catch-up query at that LSN to fetch them while the live stream keeps producing changes. The server buffers live transactions during the catch-up, then merges the catch-up rows in at their LSN and replays the buffered transactions on top. + +The catch-up rows arrive at the LSN where they would have been visible to a fresh query, and the changes that landed during the catch-up follow in order. The shape's clients see one continuous timeline. - + + +```` +```diagram +id: splice-model + +The Electric server handles a move-in by issuing a catch-up query against +Postgres, splicing the resulting rows into the live WAL stream, and emitting +a single ordered output to the client. + +The Electric server should appear as a container with two operations inside: +a Move step that runs the catch-up query at LSN N, and a Splice step that +merges the catch-up rows with the buffered live WAL. Postgres feeds two +inputs: the catch-up rows from the query, and the live WAL from replication. +The client receives a single stream from the server, ordered as +"... N-1 → N + rows → N+1 ...". + +The point: the splice is server-side. The client never sees the buffering +window; it sees a continuous LSN-ordered stream with the move-in rows +arriving at the right point. +``` +```` ### Move-in planning with DNF -- A move in dependency D with new values V: identify impacted disjuncts, build - a candidate predicate scoped to just those disjuncts, exclude rows already - present via other disjuncts -- The query is narrow — only fetches rows that are genuinely new to the shape +Most dependency changes touch a single disjunct. When a user joins an organisation, only the disjunct that depends on `org_id` needs new rows; the others are unaffected. DNF makes that targeted: each disjunct's predicates form a single, plannable SQL query, so the catch-up runs against just the rows that newly satisfy the changed disjunct. + +The engine compiles each disjunct into a parametrised query at registration time. When a dependency moves, it picks the disjuncts that depend on the changed value, binds the new parameters, and runs the query at the dependency's commit LSN. The result is a row set scoped to those disjuncts, not a re-evaluation of the full WHERE clause. @@ -161,21 +209,20 @@ This post dives into the engineering details and shows how we approached the pro ### Move-out handling -- Move-outs are simpler — emit position-aware broadcasts, clients re-evaluate - inclusion locally -- No query needed; the client already has the row and just needs updated - active_conditions +Move-outs are the inverse: a dependency change drops rows from the shape. A user removed from an organisation, a project archived, a share revoked. The split between "row no longer matches" and "row was deleted" matters — the client needs a delete event in the first case (the row still exists in Postgres but isn't ours anymore) and nothing else in the second. + +The server doesn't re-deliver the affected rows. It emits a small control message — a move-out broadcast — naming the position and the tag hash that no longer applies. The client flips that position to inactive for every row carrying the matching tag and re-evaluates membership locally. Rows where no disjunct still matches produce a synthetic delete to the application; rows where another disjunct still matches stay in the shape unchanged. ### Tags and active_conditions -- Rows carry per-disjunct tags and per-position active_conditions booleans -- Clients evaluate inclusion: for each tag, AND the active_conditions at its - positions, OR the results across tags -- Move broadcasts update active_conditions for rows already on the client - without resending the row data +Every row in a subquery shape arrives with two arrays. `tags` is per-disjunct: each disjunct carries an MD5 hash for every position it uses, computed from the shape handle and the row's column values at that position. `active_conditions` is per-position: one boolean saying whether each predicate is currently true for this row. + +When a dependency moves, the server emits a move broadcast — a small control message naming a position and a hash. The client keeps an inverted index from `(position, hash)` to row keys; on a broadcast, it flips `active_conditions[position]` for all rows whose tag at that position matches. The lookup is O(1) per row. Membership re-evaluates with boolean algebra: a row stays in the shape if any disjunct has all its positions active. Rows that no longer satisfy any disjunct trigger a synthetic delete. + +A row's tags are computed by the server when the row enters the shape, and recomputed if its column values change. After that, every dependency change is a few bytes on the wire — the move broadcast — and an in-memory boolean flip on the client. @@ -189,39 +236,29 @@ This post dives into the engineering details and shows how we approached the pro -- When a change arrives from Postgres, Electric needs to figure out which - shapes it's relevant to -- With many shapes using subqueries, naively evaluating every shape's where - clause for every change doesn't scale -- We use a reverse index backed by ETS that maps typed values to shape - handles — a single lookup finds candidate shapes instead of iterating +The matching engine has to answer two different questions about every shape with a subquery. On the hot path, when a change arrives from Postgres, the engine needs to know which shapes might be affected; the answer can be approximate, since downstream verification rejects false positives. Separately, when evaluating a shape's `WHERE` clause against a candidate row, the engine needs to know whether a specific value is currently in that shape's subquery view, and the answer has to be precise. Both questions hit the same underlying data: the set of values each shape's subquery currently matches. + +A single ETS-backed reverse index serves both. -### How the reverse index works +### Two roles, one index - +Splitting these into two indexes would be the obvious move. The reason we don't is consistency. Every dependency change updates both — when a value enters a subquery's view, the routing entries that include the value and the exact-membership entries that confirm it are written together. Splitting the index would force coordination across two writes, and a window where the routing layer says "this shape cares" while the membership layer says "this shape doesn't include the value" is a window for silent inconsistency. -- For positive predicates (`x IN sq`): look up the value, get shapes whose - membership contains it -- For negated predicates (`x NOT IN sq`): complement at read time — all - negated shapes minus those containing the value -- Candidates are verified against the full where clause to handle non-subquery - branches +A single ETS write per value avoids that. Routing and membership see the same world. - +### Broadening during buffering -### Consistency during moves +The harder invariant lives between a dependency change and the splice that resolves it. The matching engine doesn't pause while the catch-up query runs; live changes from Postgres keep arriving and have to be routed somewhere. We resolve this by broadening the index in advance — making it more permissive than steady-state truth — so that no change relevant to the eventual post-splice membership is missed during the window. -- During a move-in, the index needs to be broad enough to capture changes - relevant to both pre-splice and post-splice views -- For positive dependencies: store the union of before and after membership -- For negative dependencies: store the intersection -- This may over-route changes, but correctness is enforced downstream by - `convert_change` using the right subquery view for the change's position - relative to the splice boundary +The asymmetry is what makes this safe. False positives during buffering are absorbed by the splice's `views_before_move` / `views_after_move` mechanism — over-routed transactions get evaluated against the correct view for their position relative to the splice boundary, and rows that don't actually belong are filtered out. False negatives — changes routed past a shape that should match but isn't yet recognised in the index — would be silent correctness bugs, lost updates the splice can't recover. So the rule is: when in doubt, broaden. Tighten only when it's safe. + +The specifics fall out of polarity. A positive move-in adds the new value to the index at buffer start, before the catch-up query runs, so concurrent inserts referencing it are routed correctly. A positive move-out keeps the old value in the index until the splice completes, so concurrent updates that still match under `views_before_move` continue to reach the shape. Negated dependencies invert the rule — adding a value to a `NOT IN` index narrows the set rather than broadens it, so the timing flips. The result is one index that's always a superset of the truth during buffering, and the splice that converges it back to exact at the boundary. + ready or with unsupported expressions — three confidence levels in the + brief: seeded shapes get O(1) exact lookups; unseeded shapes are + conservatively included in the candidate set; error fallback returns + all shapes. Worth a paragraph if it fits. --> -- Incremental view maintenance with splice points and multi-timeline routing - is hard to get right -- Edge cases are combinatorial — boolean logic × move timing × concurrent - changes × multiple dependencies -- Unit tests can't cover the state space; you need a fundamentally different - testing approach +Distributed systems are unusually hard to test. Electric runs as a server processing the Postgres replication stream, dispatching to per-shape consumers, each with its own state machine, holding move-in queries open against Postgres while live transactions stream past. The space of inputs is combinatorial — any boolean structure of WHERE clauses, any ordering of mutations, any timing between transactions and the catch-up queries that run alongside them — and the failure modes are subtle. A bug doesn't crash the system; it produces a shape that's slightly wrong, missing one row out of ten thousand, or holding onto a row that should have left. Unit tests cover individual modules. Integration tests cover scripted scenarios. Neither catches the cases nobody thought to write. -### Postgres as oracle +So we built an oracle. -- The core idea: Postgres already knows the right answer — run the full query - and compare -- For any sequence of operations, the oracle runs the equivalent `SELECT` - against the current database state -- Our incremental system must produce exactly the same result set at every - point +### Postgres as the source of truth +The principle is straightforward: for any sequence of mutations, the rows Electric materialises in a shape must exactly match the rows a fresh `SELECT ... WHERE ` returns from Postgres at the same point in time. Postgres is the definition of correctness. Electric is incremental machinery that has to agree with it. + +The oracle harness wires this up directly. A property-based generator produces random WHERE clauses across a 4-level hierarchy of tables — atomic predicates, single-level subqueries, multi-level subqueries, AND/OR compositions, NOT, all the structures DNF has to handle. Another generator produces random mutations: toggling active flags, reparenting rows, adding and removing tags, updating root-table columns. The harness runs hundreds of shapes in parallel, applies thousands of mutations in batches, and after each batch asks every shape: does your incremental state match what Postgres says? + +If the answer is no, that's a bug. + -### What we found +### What the oracle catches that nothing else does +Three classes of bugs are essentially invisible to anything but property testing. + +The first is combinatorial interaction. A toggle on `level_1` affects a subquery on `level_2`, which affects a subquery on `level_3`, which changes membership for a shape using `(subquery_a) OR (subquery_b AND value > 'v5')`. Nobody is going to write that test case. The generator does, by accident, hundreds of times per run. + +The second is concurrency. A hundred shapes processing the same mutation stream concurrently, each with different WHERE structures, exposes races between consumer seeding, move buffering, and transactions that commit during a catch-up query. Sequential unit tests can't reach these states. + +The third is regression coverage. The generator covers the full expression space the DNF compiler is meant to handle. Any change to the compiler, the splice algorithm, or the routing index that breaks any combination gets caught — not just the cases someone happened to anticipate. + +The oracle isn't checking what we think correct looks like. It's checking what Postgres says correct is. + +### Reproducibility + +The generator is seeded deterministically. Every failure can be reproduced exactly with `mix test --include oracle --seed `, which makes shrinking from a 500-mutation failure to a minimal repro tractable. Most of the bugs caught during development surfaced first in oracle runs and were fixed against the seed that found them. + +This methodology generalises. Any system that claims to be incrementally equivalent to a batch computation has a natural oracle in the batch version. We use Postgres because Postgres is what we're shadowing, but the pattern works anywhere the ground truth is computable independently of the system under test. + ## Next steps @@ -352,23 +401,26 @@ This post dives into the engineering details and shows how we approached the pro