10 Commits

Author SHA1 Message Date
89baac19f3 docs(sales-summaries): rebuild the report on a real 90-day baseline
The previous report derived its baseline arithmetically. This one runs the job
three times over the same 90 days against identical data, writing real summaries
each pass: production's calculation, then R1, then R2. 18,900 summaries per run,
56,700 in total. Window 2026-05-10 to 2026-08-07, deliberately stopping a week
short of the backup so the partial days around the cut cannot distort it.

Reportable population, 8,350 client-days across 96 clients:

  baseline  1,024 days off, 87.74% clean, $58,531.75
  + R1        752 days off, 90.99% clean, $55,528.17
  + R1 + R2   105 days off, 98.74% clean,    $852.38

  R1  8,054 unchanged, 272 to balance, 0 to unbalance, 0 balanced-day edits
  R2  7,701 unchanged, 647 to balance, 0 to unbalance, 0 balanced-day edits

Across 90 days of trading neither fix altered a single day that already
balanced, replicating the 30-day finding on three times the sample.

The longer window surfaced two residual clusters the short one could not see:
NGMV across five days in late May and NGEB across four spanning May to July.
NGEB is the known ezCater fee question; NGMV and N-30012 are undiagnosed and
worth a look before this ships.

Also records a deployment finding: the transactor was sized for a toy database
(2 GB object cache against 27 GB of data) and the final 7,958 client-days of a
pass were crawling at ~35/min. Resized to 8 GB cache and 16 GB heap, they
finished in 90 seconds. Worth checking production's sizing.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-15 10:51:07 -07:00
08b7188660 docs(sales-summaries): add worked examples and reproduction steps to the report
Every claim in the 30-day report now names the record behind it, so a reader can
check it rather than take it on trust.

  R1  square/order/NGLK-SM-OxSX9gpXJV394qqT8mnBGypUwKNZY
      tip -60.00, total -60.00, zero charges — the reversal get-tip could not
      see, and NGLK 2026-08-04 was off by exactly -60.00

  R2  square/order/NTPT-PT-KrMZzcon1cpQEJUyetErkBIpcdEZY
      service charge 427.10 inside a 3,198.78 order, credited nowhere, and
      NTPT 2026-08-06 was off by exactly +427.10

Also lists the 19 days the data work unbalanced with their before and after
figures — all 19 land back at zero once R1 and R2 apply — and three real rows
behind the balanced-but-changed pattern, where Card Payments falls by exactly
what Fees gains.

Corrects the NGBK 2026-08-06 residual. It was attributed to refunds held by both
twins; tracing the day shows tender of $6,358.99 against order totals of
$6,059.57, a difference of exactly the $299.42 imbalance. The day has no refund
lines, no order carries two charges for one payment id, and the orders missing
line items carry no tender. It is a source-data discrepancy, not a calculation
defect.

Adds the REPL calls that re-derive every figure.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-15 09:15:46 -07:00
7e4ff93b68 feat(sales-summaries): add a summary comparison tool, and report 30-day impact
compare-sales-summaries diffs summaries between two points in the same database
using as-of, so a recompute can be audited against exactly what was there before
without a snapshot or scratch copy.

It answers a question that balance-status counting hides: a day can stay
balanced while its line amounts move, which is a real change to the books even
though no red turns green. Amounts are compared at the cent so floating-point
noise does not read as a change.

Run over 2026-07-15 to 08-13 against production's own summaries at basis-t
209608347:

  out of balance -> balanced          309
  balanced -> out of balance            0
  balanced -> balanced, numbers moved 237
  no summary in production          4,058

Broken down by fix, neither calculation change touches a healthy day: R1 fixes
86 with 0 unbalanced and 0 balanced-day edits, R2 fixes 276 on the same terms.
Every one of the 237 balanced-but-changed days comes from the data work, which
is also the only step that unbalances anything — 19 days, all of them absorbed
by R1 and R2, which is why the end-to-end count is zero.

The 4,058 missing summaries include eight consecutive days, Jul 30 to Aug 6,
missing for all 210 clients — the coverage hole the plan predicted from the
scheduler's seven-day lookback, confirmed here independently from the data.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-15 09:06:54 -07:00
f5f6602873 docs(sales-summaries): compare fixes to baseline over the last 30 days
Recomputed every summary in the database — 14,458 client-days spanning
2024-04-01 to 2026-08-14 — through sales-summaries-v2, zero failures, none left
dirty. Compared the fixes against baseline over the last 30 days
(2026-07-15 to 2026-08-13), both arms on the same deduplicated data so this
isolates what the calculation fixes are worth on top of the dedup work.

Excluding the deactivated twins, 2,842 client-days:

  baseline  398 days off, 86.00% clean, $22,527.40, 336 material
  fixed      67 days off, 97.64% clean,    $405.66,   5 material

331 client-days fixed, 0 regressed — not one balanced day stopped balancing.

Of the $405.66 left, $399 sits in five material days, three of which the plan
predicted; the remaining 62 days total $1.62 with the largest at 9.00c, so the
10c threshold separates rounding from real variance with nothing near the
boundary.

Baseline was derived as fixed + untendered tip + service charges, since R1 and
R2 only add credits; the identity was verified against a from-scratch baseline
recomputation on 20 random client-days.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-15 08:53:04 -07:00
4882c1c9cf perf(sales-summaries): stop the dirty-summary scan at the client boundary
dirty-sales-summaries index-pulled from [client-id true] and then filtered by
client. index-pull returns a lazy seq running to the END of the index, and a
lazy filter does not stop it, so for every client the job walked every summary
belonging to every client sorting after it — pulling their items along the way.
Quadratic in the number of summaries.

take-while stops at the client boundary instead, which is safe because
:sales-summary/client+dirty sorts by client first, so a client's dirty
summaries are contiguous from that start point.

Measured on a 14,458-summary database: 1,321ms -> 5.6ms per client, a 237x
improvement, with identical results. A full refresh had been degrading from
~180 client-days a minute to ~3 as summaries accumulated.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-15 08:44:52 -07:00
c5a6e8ab87 docs(sales-summaries): prove the re-key holds with both clients active
Re-activated all 10 twins so every Square location is shared again, then
re-imported. Three consecutive refund imports for both halves of the Concord
pair leave counts unchanged: NGCC 127/127/127/127, NGCD 1419/1419/1419/1419.

That is the configuration that previously made a refund's owner flip every ~20
minutes. With client-scoped keys each client resolves its own entity and updates
it in place, so repeated imports are idempotent and the two copies are stable.

Only the first import after migration grows anything, once: NGCD materialised
100 of its own copies while NGCC, already carrying its scoped key, gained only
the 2 refunds that were genuinely new.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-15 08:12:45 -07:00
8913f545f3 docs(sales-summaries): record the end-to-end run on the restore
Executes what Part 1 only measured: Phase 0, the re-key migration, a live Square
import, and a full recompute through sales-summaries-v2, with every window
re-cut to end 08-13 so the backup's partial final day stops skewing the numbers.

Reportable error falls from 542 days off / $30,982.11 to 71 days off / $405.79,
a 98.7% reduction, with 5 material days left — three of them the ones the plan
predicted. 107,815 entities were re-keyed with refund and charge counts
unchanged, which is what proves the expand step resolves legacy keys instead of
duplicating under the new scheme. NGCD 2026-07-23, off by exactly $71.94 with no
refund line, now carries the line and balances to 9.1e-13.

Records two defects that only executing could surface:

Re-keying a charge with two parent orders duplicates the tender. The migration
scoped such charges through whichever order it saw first, so the other client's
import found neither the scoped nor the legacy key and created a second charge,
which cardinality-many then added beside the first. Contended clients' error was
$441,045 until 15,961 stale refs were retracted. §4.3 warned about this and the
migration under-weighted it; it must split shared charges before shipping.

dirty-sales-summaries index-pulls from the client's start point with no :end and
filters lazily, so it scans every later client's summaries too — O(n²), and the
recompute degraded from ~180 to ~3 client-days per minute as summaries piled up.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-15 08:10:32 -07:00
e24ffa3bdf docs(square): record how remove-voided-orders can delete another client's payments
:sales-order/charges is a component attribute, so [:db/retractEntity order]
cascades into the charges. Where two clients were configured on one Square
location, both clients' orders resolved to the SAME charge entity, because
charge keys carried no client scoping and :charge/external-id is
:db.unique/identity.

Retracting a voided order therefore deletes a charge the other client's order
still references, leaving that order with sales and no tender: the day goes out
of balance and the payment disappears from the current database value.

Measured on the restore: 35,870 of 56,829 charges (63%) in the contended clients'
recent window have more than one parent order.

Phase 0 stops new sharing and the re-key makes it structurally impossible going
forward, but neither splits the charges that are already shared, so the hazard
outlives both. Records the options, including guarding the retraction so it
detaches shared charges rather than deleting them.

Pre-existing risk, not introduced here. The validation run skipped this step.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-15 08:00:08 -07:00
42a8207be9 feat(square): client-scope refund and charge external ids
Sales order keys already carry client and location; refund and charge keys do
not. That is why two clients configured on the same Square location share one
entity: the refund's owner flips every time either client imports, and a single
charge ends up referenced by both clients' orders. Scoping the keys the same way
makes contention structurally impossible — each client gets its own entity.

The hazard is the cutover. These ids are :db.unique/identity and the import
relies on upsert-by-identity, so changing the key format alone would match
nothing and Datomic would create a SECOND entity for every refund and charge,
orphaning the originals under their legacy keys. square.core3/existing-id
resolves the entity explicitly, scoped key first and legacy key second, and pins
the result as :db/id so the write lands on the existing entity whichever scheme
it currently carries.

All three construction sites are covered: order tenders, refunds, and the payout
path, which mints bare charge stubs from an external id alone.

The migration job re-keys whatever the importer has not yet touched. It recovers
scope from the referencing sales order or expected deposit for the ~12.8% of
charges that carry neither :charge/client nor :charge/location, detects
already-scoped entities by comparing against the key they should have rather
than pattern-matching ids that may themselves contain dashes, and is therefore
idempotent and re-runnable over a partially migrated database.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-15 07:49:31 -07:00
b4b68b36cf docs(sales-summaries): validate the balance fixes against a restored backup
Measures R1 (reversed tips) and R2 (Square service charges) over 3,342
client-days of real production data, restored from backup point 209608347
(newest transaction 2026-08-14 22:52).

R2 clears 307 client-days with zero regressions, which is the gate the plan set
for it. R1 clears 78 with 2 regressions, both days that balanced only because
two errors cancelled, and both on clients that share a Square location.

After both fixes, 98.6% of the remaining dollar error sits in the 10 contended
client pairs — Phase 0's to fix, not a calculation defect. Outside those, the
entire residual is $73.98, of which all but six client-days is sub-10c register
rounding. The three predicted material days reproduce to the cent.

Also records an amendment to Phase 1: 2,122,161 charges (12.8%) carry neither
:charge/client nor :charge/location, so the re-key cannot scope them from the
entity. They are payout-path stubs and order-referenced tenders; none are
orphaned, so scoping must come from the referencing order or expected-deposit.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-15 00:23:38 -07:00
9 changed files with 1276 additions and 12 deletions

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---
title: remove-voided-orders can delete another client's payments
type: risk
date: 2026-08-15
status: open — decide before merging the re-key
---
# `remove-voided-orders` can delete another client's payments
Measured on the restored backup, 2026-08-15. This risk is **pre-existing** — nothing in the
sales-summary work created it — but it is live right now, and the re-key work touches the same
data, so it should be understood before merging.
## The mechanism, in four steps
**1. Charges are component entities of an order.**
```clojure
;; resources/schema.edn
{:db/ident :sales-order/charges
:db/valueType :db.type/ref
:db/isComponent true ;; <- this is the load-bearing bit
:db/cardinality :db.cardinality/many}
```
`:db/isComponent true` tells Datomic the charges *belong to* the order. It is what lets you
transact an order with its tenders nested inside, and it means the charges have no independent
existence as far as Datomic is concerned.
**2. `retractEntity` on a component parent deletes the children too.**
That is the documented behaviour of `:db/retractEntity`: it recursively retracts component
values. `square.core3/remove-voided-orders` ends with exactly that:
```clojure
(s/map (fn [[o]]
[[:db/retractEntity [:sales-order/external-id (:sales-order/external-id o)]]]))
```
It asks Square for the last 10 days of orders, keeps the ones that should *not* be imported —
voided and cancelled orders — and retracts any of those we already stored. That is correct and
desirable on its own: a voided order should not sit in the books.
**3. But one charge can be shared by two orders.**
When two clients are configured on the same Square location, both import the same Square data.
Order keys embed the client, so each client gets its own order entity. Charge keys did **not**
embed the client, and `:charge/external-id` is `:db.unique/identity`, so both clients' orders
resolved to *the same charge entity*:
```
NGCD order 17592395490523 ──┐
├──> charge 17592490524 ← one entity, two parents
NGCC order 17592395511722 ──┘
```
**4. So retracting one order deletes a charge the other order still points at.**
Datomic sees a component and removes it. The surviving order keeps its line items — its sales —
but its tender is gone. The day then shows revenue with no payment against it, the summary goes
out of balance, and the payment is gone from the current database value. (History retains it, so
it is recoverable by someone who knows to look, but nothing in the app will show it again.)
## How exposed are we
Measured over the 10 contended clients across 2026-07-13 → 08-14:
| | |
|---|---|
| Charges examined | 56,829 |
| **Referenced by more than one order** | **35,870 (63%)** |
So this is not a theoretical corner. Roughly two thirds of the charges in that population have
two parents, and any voided order among them takes a charge down with it.
The exposure window for *new* damage is the rolling 10 days `remove-voided-orders` searches, but
the shared charges themselves span the whole period the locations were double-configured.
## What changes after Phase 0 and the re-key, and what doesn't
- **Phase 0 (done on the restore)** stops new sharing: only one client per location imports now,
so no new order pairs form.
- **The re-key (done for refunds and the contended clients' charges)** makes sharing structurally
impossible going forward, because a charge key now contains the client code.
- **Neither retroactively splits the 35,870 charges that are already shared.** They still have two
parents. Until they are split, `remove-voided-orders` remains capable of deleting a payment
belonging to the other client.
This is why plan §3.3 forbids retracting anything — including any historical cleanup of the
duplicate clients' data — until a verification query shows zero charges with more than one parent.
## Options, roughly in order of preference
1. **Split the shared charges, then let removal run normally.** Re-import the affected window now
that keys are client-scoped, so each client creates its own charge entity. This reuses the
import path rather than hand-constructing component entities. Verify with a query for charges
having more than one referencing order; it must reach zero.
2. **Guard the retraction.** Before retracting an order, check whether any of its charges are
referenced by another order; detach those (retract the `:sales-order/charges` ref rather than
the charge) and retract the rest. Small, contained change, and it makes the operation safe
regardless of what shape the data is in — worth doing on its own merits even after a split.
3. **Do nothing and accept it.** Only defensible once every location has a single client *and*
the historical shared charges are gone. Not true today.
## What I did about it during the validation run
I ran the import on the restore with `remove-voided-orders` **skipped**, and ran the other steps
(`upsert-locations`, `upsert`, `upsert-payouts`, `upsert-refunds`) normally. That kept the
validation faithful to how the import behaves without risking silent payment loss in the data
the measurements were about to be taken from.
**Nothing in the production system has been changed.** This note is about a risk that already
exists there.

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---
title: Sales Summary Balance — validation against a restored production backup
type: validation
date: 2026-08-15
status: measured
---
# Sales Summary Balance — validation against a restored production backup
Measures the two calculation fixes (R1 reversed tips, R2 Square service charges) against real
production data, and checks them against the predictions in
[`docs/plans/2026-08-13-fix-sales-summary-balance-plan.md`](plans/2026-08-13-fix-sales-summary-balance-plan.md).
**Headline: the fixes behave as predicted.** R2 clears 307 client-days with zero regressions.
After both fixes, the entire remaining dollar error outside the contended clients is $73.98,
and all but six client-days of it is sub-10¢ register rounding.
---
## 1. What was measured against
| | |
|---|---|
| Database | `datomic:dev://localhost:4337/integreat-prod-restore` |
| Restored from | `s3://integreat-backups/`, restore point **209608347** |
| Basis-t | 209608347 |
| Newest transaction | **2026-08-14 22:52 local** |
| Clients | 210 (106 with orders in the window) |
| Refunds / charges / orders | 50,986 / 16,545,495 / 19,039,575 |
| Window | 2026-07-13 → 2026-08-14 |
| Population | **3,342 client-days** |
The earlier restore in this directory was **stale** — the backup had written no root since
2025-03-10 even though segments kept uploading daily through 2026-07-12. A fresh production
backup on 2026-08-14 produced root 209608347, which is what this measures. The staleness was a
production backup failure of roughly 17 months, and is worth treating as its own issue.
The plan's population was 2,314 client-days because it counted existing summary entities. This
counts every client-day that actually has orders, which is the fuller denominator; percentages
are comparable, absolute counts are not.
## 2. Method
Each client-day is composed exactly as `sales-summaries-v2` composes it — the same
`get-sales`, `get-payment-items`, `get-refund-items`, `get-discounts`, `get-fees`, `get-tax`,
`get-returns` — and its imbalance taken as `d-ss/imbalance`, i.e. debits minus credits. Three
variants differ only in the tip and service-charge terms:
- **Baseline** — tips from tenders only, no service-charge credit. What production does today.
- **R1** — tips additive: tendered tips plus tips on orders carrying no tender.
- **R2** — R1 plus Square service charges, both signs.
Nothing was transacted. A day counts as off when `|imbalance| >= $0.005`, i.e. it does not
round to zero.
## 3. Results
| Stage | Days off | Clean | Total \|Δ\| |
|---|---|---|---|
| Baseline (production today) | 569 | 82.97% | $32,921.40 |
| + R1 additive tip | 493 | 85.25% | $32,437.67 |
| **+ R2 Square service charges** | **186** | **94.43%** | **$5,166.49** |
The plan predicted 82.7% clean at baseline including duplicates. Measured: **82.97%**.
### Fixed / regressed — the plan's pre-merge gate
| Change | Fixed | Regressed |
|---|---|---|
| R1 vs baseline | 78 | **2** |
| R2 vs R1 | 307 | **0** |
R2's gate — "days going balanced → unbalanced must be 0, or each explained" — **passes
outright**.
R1's two regressions are both days that balanced only because two errors cancelled, exactly the
mechanism the plan anticipated:
| Client | Date | Before | After | Untendered tip |
|---|---|---|---|---|
| NGCD | 2026-08-08 | $0.00 | +$11.80 | $11.80 |
| NGDG | 2026-08-05 | $0.00 | +$10.00 | $10.00 |
Both clients are halves of duplicate Square-location pairs (NGCD/NGCC, NGDG/NGDU), so these are
expected to resolve under Phase 0 rather than needing a change to R1.
## 4. Where the remaining error lives
Splitting the post-R2 residual by whether the client shares a Square location with another
client:
| Group | Client-days | Days off | Total \|Δ\| |
|---|---|---|---|
| 10 duplicate pairs (20 clients) | 546 | 112 | **$5,092.51** |
| Everyone else (96 clients) | 2,796 | 74 | **$73.98** |
**98.6% of the remaining dollar error sits in the contended clients** — which is Phase 0's to
fix, not a calculation defect. This is the plan's central claim, and it holds.
### The $73.98 residual, in full
| Client | Days | Total \|Δ\| | |
|---|---|---|---|
| PNSP | 30 | $0.91 | register rounding |
| PNLP | 26 | $0.77 | register rounding |
| GLAD | 12 | $0.20 | register rounding |
| NGEB | 2 | $45.00 | ezCater fee semantics (plan §15.4) |
| NGPS | 1 | $9.62 | unexplained |
| NGGB | 1 | $7.59 | partial final day |
| NGSC | 1 | $5.02 | partial final day |
| NGTY | 1 | $4.87 | partial final day |
Applying Phase 6's 10¢ materiality threshold leaves **6 material client-days**. The largest
sub-threshold day is **9.00¢**, so 10¢ separates rounding noise from real variance with no day
sitting near the boundary — the threshold is empirically justified, not arbitrary.
Three of the six material days — NGGB, NGSC, NGTY — all fall on **2026-08-14**, the day the
backup was taken at 22:52, and no other date carries more than one material day. They are
partial-day artifacts of the backup cut, not defects.
That leaves exactly the residual the plan predicted, to the cent:
- **NGEB 2026-08-10 $25.00** and **NGEB 2026-07-29 $20.00** — predicted
- **NGPS 2026-08-12 +$9.62** — predicted, still unexplained
## 5. Confirmed independently: the dropped refund line
The plan reports NGCD 2026-07-23 missing a $71.94 refund line because the refund belonged to
NGCC at recompute time. That client-day measures **+$71.94** out of balance here, and neither R1
nor R2 moves it — correct, since it is a duplicate-client defect rather than a calculation one.
## 6. Amendment to Phase 1 — charges that cannot be scoped
The re-key pre-flight was run against the restore.
**Refunds — clean.** All 50,986 carry both a client code and a location; 0 unscopable, 0
collisions. Collisions are in fact structurally impossible: the old key is `:db.unique/identity`
and the new key is a deterministic function of that same id plus client and location, so two
distinct entities cannot converge. The run confirms the reasoning.
**Charges — not clean.** Of 16,545,495 charges, **2,122,161 (12.8%) have neither
`:charge/client` nor `:charge/location`**, so they cannot be scoped from the entity itself.
A 5,000-entity sample profiles them as:
| | Count | Share |
|---|---|---|
| Referenced only by an expected-deposit, no total/type/date | 4,897 | 98% |
| Referenced by a sales order, real tender records | 290 | 5.8% |
| Orphaned — reachable from nothing | **0** | 0% |
These are stubs created by the payout path, which asserts `{:charge/external-id ...}` alone and
lets unique-identity upsert bring a bare entity into existence.
**Consequence:** Phase 1 cannot read scoping off the charge. The migration must derive client and
location from the referencing order or expected-deposit — roughly 123 K charges via orders and
2.0 M via deposits, extrapolated. Nothing is unreachable, so the phase remains feasible, but the
step as written in §4.2 would strand 12.8% of charges on the legacy scheme.
The payout call site in `square.core3` needs the same treatment: it constructs
`(str "square/charge/" payment-id)` and would keep minting legacy-scheme stubs after the cutover.
It has `client` and `location` in scope already, so the fix is local.
## 7. Not yet run
- **Phase 0** itself — deactivating the duplicate client per location, then re-measuring. The
numbers above isolate the contended clients rather than deactivating them.
- **Charges referenced by more than one order** (§3.3), the gate on any historical cleanup.
- The account for service charges is **49000 Service Income**, chosen to make measurement
possible. It does not affect balance at all — only whether a day can reach `accepted?` — so
every number here is independent of that choice.
---
# Part 2 — executed end to end on the restore
Part 1 measured what the fixes *would* do without writing anything. This part actually ran them:
Phase 0, the re-key migration, a live Square import, and a full recompute through the real job.
All windows re-cut to end **2026-08-13**, since the backup was taken mid-evening on the 14th and
that partial day was polluting the comparison.
## What was executed, in order
| Step | Result |
|---|---|
| Phase 0 — deactivate the newer twin at all 10 shared locations | 10 datoms retracted; no location shared by two clients any more |
| Phase 1 — re-key refunds | 50,986 re-keyed in 1.9 s, 0 collisions, 0 unscopable |
| Phase 1 — re-key contended clients' charges | 56,829 re-keyed, 0 collisions |
| **Count-unchanged assertion** | refunds 50,986 → 50,986, charges 16,545,495 → 16,545,495 |
| Live Square import, 10 surviving clients | all succeeded |
| Recompute | 6,720 client-days through `sales-summaries-v2` |
The count-unchanged assertion is the one that matters: 107,815 entities were re-keyed and **not a
single entity was created or destroyed**, which is what proves the expand step resolved legacy
keys rather than duplicating everything under the new scheme.
## Deduplication works on an ongoing basis
- **The deactivated twins received nothing.** Across all 10, orders and refunds were byte-identical
before and after a live import. Phase 0 holds.
- **Refunds stopped alternating and became two stable copies.** 98 of NGCC's 125 refunds are now
also held by NGCD as separate entities. Each client owns its own; neither can take the other's.
This is the intended behaviour of client-scoped keys, and it is what makes the data
reproducible — but note it double counts at the group level, which is why Phase 0 (one client
per location) is the actual fix and the re-key is the safety net.
### The dropped refund line, fixed
NGCD 2026-07-23 was out of balance by exactly **+$71.94** with no refund line, because the refund
belonged to NGCC at recompute time. After the full pipeline the summary carries a **"Card Refunds"
line of $71.94** and the day's imbalance is **9.1e-13 — zero**.
## Results
Reportable population excludes the 10 deactivated twins, which the plan says to exclude from
reporting.
| | Client-days | Days off | Clean | Total \|Δ\| |
|---|---|---|---|---|
| Before (production code, nothing applied) | 3,236 | 542 | 83.25% | $30,982.11 |
| **After (everything applied)** | 3,030 | **71** | **97.66%** | **$405.79** |
A **98.7% reduction in dollar error**. With the 10¢ materiality threshold, **5 material days
remain**:
| Client | Date | Δ | |
|---|---|---|---|
| NGBK | 2026-08-06 | +$299.42 | new — see below |
| NGDA | 2026-08-01 | $50.00 | the known auto-gratuity-as-service-charge order |
| NGEB | 2026-08-10 | $25.00 | ezCater fee semantics, predicted |
| NGEB | 2026-07-29 | $20.00 | ezCater fee semantics, predicted |
| NGPS | 2026-08-12 | +$9.62 | predicted, still unexplained |
The three predicted residuals reproduced exactly. NGBK 08-06 is new and appeared only after the
import: NGBK went from 5 refunds to 105, because it now holds its own copies of refunds that had
been sitting under its twin NGBR. That is the double-counting consequence of two clean copies, and
it is an argument for Phase 0 being the real fix rather than the re-key.
## Two defects found by executing rather than simulating
### 1. Re-keying a shared charge duplicates the tender
**Found by measurement, not by reading.** After the import, the contended clients' total imbalance
was **$441,045**, roughly 100× worse than predicted. The cause:
1. 35,870 of 56,829 charges had **two parent orders**, one per twin.
2. The migration's `scope-of` resolved such a charge through whichever referencing order it found
first — sometimes the twin's — so it was re-keyed to, say, `square/charge/NGDU-DU-<id>`.
3. On import, NGDG computed `square/charge/NGDG-DB-<id>`, did not find it, fell back to the legacy
key — which the migration had already removed — and so **created a second charge**.
4. `:sales-order/charges` is cardinality **many**, so the new charge was *added* beside the stale
one. One order, two tenders for one payment. Tender roughly doubled.
Confirmed on a single order: `square/order/NGDG-DB-IKiIDdTK…` referencing both
`square/charge/NGDU-DU-dEhvoH50…` and `square/charge/NGDG-DB-dEhvoH50…`.
This is exactly what plan §4.3 warned about — re-keying gives each charge one new key, it does not
**split** a charge with two parents — and it was under-weighted when the migration was written.
**Before this migration ships it needs one of:**
- split shared charges (clone per client) as part of the migration rather than re-keying in place, or
- have the order upsert *reset* its charge refs rather than accumulate them, or
- run the re-key only after the duplicate clients' orders are gone.
On the restore this was repaired by retracting 15,961 stale charge refs — for each order, keeping
the charge scoped to its own client — after which no order had two charges for one payment id, and
the contended clients' error fell from $441,045 to $1,492.
### 2. `dirty-sales-summaries` scans the whole index per client
```clojure
(dc/index-pull db {:index :avet :start [:sales-summary/client+dirty [client-id true]]})
```
There is no `:end`, and the client filter that follows is a lazy `filter` which does not stop the
scan. So for every client the job walks every summary of every client sorting after it, pulling
their items. It is O(n²) in the number of summaries.
Observed: the recompute ran at ~180 client-days/minute early and collapsed to ~3/minute as
summaries accumulated — a full pass took over two hours for 6,720 days. Adding an `:end` bound at
the client boundary should fix it.
## Method note
The 96 non-contended clients were measured from the **persisted summaries** the job wrote, and
came to $56.37 across 69 days — identical to the in-memory prediction in Part 1, which validates
the job path end to end. The 20 contended clients were re-measured in memory after the charge
repair, because a second full pass through the job would have taken hours for the reason in defect
2. The two methods agree exactly where both were run.
## Ongoing deduplication, with both clients active again
The re-key is meant to make contention impossible even if a location is configured on two clients
again. To test that rather than assume it, all 10 twins were **re-activated** — every location
shared once more — and the import re-run.
**Repeated imports are idempotent.** Three consecutive refund imports for both halves of the
Concord pair, with both clients live on location `L43Z5GMW72VMG`:
| | run 0 | run 1 | run 2 | run 3 |
|---|---|---|---|---|
| NGCC | 127 | 127 | 127 | 127 |
| NGCD | 1,419 | 1,419 | 1,419 | 1,419 |
Not one entity created or moved. Before the re-key this is the exact configuration that made a
refund's owner flip every ~20 minutes.
The first import after the migration is the only one that grows anything, and it grows once: NGCD
gained 100 refunds materialising its own copies, while NGCC — whose refunds already carried its
own scoped key — gained only the 2 that were genuinely new. After that, steady state.
**State the restore was left in:** twins re-activated, i.e. Phase 0 deliberately undone for this
test. Re-applying it is the ten-datom retraction recorded above.
---
# Part 3 — all summaries updated, fixes compared to baseline
Every summary in the database was recomputed — **14,458 client-days**, 2024-04-01 through
2026-08-14 — through `sales-summaries-v2`, with zero failures and zero left dirty. The
comparison below is the **last 30 days, 2026-07-15 → 2026-08-13**.
Both arms are measured on the same, already-deduplicated data (Phase 0 applied, refunds and the
contended clients' charges re-keyed, duplicate charge refs repaired), so this isolates what the
**calculation fixes** are worth on top of the deduplication work.
## Making the full recompute possible
Two changes were needed before recomputing everything was practical:
1. **`dirty-sales-summaries` scanned to the end of the index** (fixed in
`perf(sales-summaries)`): 1,321 ms → **5.6 ms** per client, a 237× improvement, identical
results.
2. **The driver was one serial `doseq`.** `refresh-client!` was split out of `sales-summaries-v2`
so a client's work stands alone. Spread across threads, the remaining 5,463 client-days
finished in about 90 seconds — the serial run was tracking at roughly nine more hours.
## Method
Baseline is derived rather than recomputed: R1 and R2 only ever *add credits*, so
```
baseline imbalance = fixed imbalance + untendered tip + service charges
```
This identity was checked against a full from-scratch baseline recomputation on 20 randomly
sampled client-days and agreed on every one, to within a hundredth of a cent.
## Results — last 30 days, excluding the 10 deactivated twins
2,842 client-days across 96 clients.
| | Days off | Clean | Total \|Δ\| | Material (≥10¢) |
|---|---|---|---|---|
| **Baseline** (production calculation) | 398 | 86.00% | $22,527.40 | 336 |
| **Fixed** (R1 + R2) | **67** | **97.64%** | **$405.66** | **5** |
**331 client-days fixed, 0 regressed.** Not one day that balanced under the baseline stopped
balancing under the fixes, across the whole window.
Including the deactivated twins (3,040 client-days) the picture is the same shape: 432 → 70 days
off, $25,622.98 → $1,548.64.
### What is left
| Client | Date | Δ | |
|---|---|---|---|
| NGBK | 2026-08-06 | +$299.42 | refunds now held by both twins — see below |
| NGDA | 2026-08-01 | $50.00 | auto-gratuity booked as a service charge |
| NGEB | 2026-08-10 | $25.00 | ezCater fee semantics, predicted by the plan |
| NGEB | 2026-07-29 | $20.00 | ezCater fee semantics, predicted by the plan |
| NGPS | 2026-08-12 | +$9.62 | predicted by the plan, still unexplained |
Everything else — 62 client-days — totals **$1.62**, with the largest single day at **9.00¢**.
The 10¢ materiality threshold cleanly separates register rounding from real variance, with
nothing sitting near the boundary.
NGBK is the one genuinely new residual and it is a consequence of the re-key rather than the
calculation: NGBK went from 5 refunds to 105 because it now holds its own copies of refunds that
had been sitting under its twin NGBR. Two stable copies is the intended behaviour, but it double
counts at the group level — which is the argument for Phase 0 being the real fix and the re-key
being the safety net.
### Representative days the fixes repair outright
| Client | Date | Baseline → Fixed |
|---|---|---|
| NTPT | 2026-08-06 | $427.10 → $0.00 |
| NGFO | 2026-07-16 | $275.23 → $0.00 |
| NGRN | 2026-08-06 | $236.96 → $0.00 |
| N-30008 | 2026-07-24 | $229.42 → $0.00 |
| N-30003 | 2026-07-18 | $225.00 → $0.00 |

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<div class="wrap">
<header class="masthead">
<div class="eyebrow">Sales summaries · restored production backup</div>
<h1>Ninety-Day Reconciliation</h1>
<p class="standfirst">A true baseline: the job re-run three times over ninety days — production's calculation, then each fix added — so every number below is measured output, not arithmetic.</p>
<div class="meta">
<span><b>Window</b> 2026-05-10 → 2026-08-07</span>
<span><b>Client-days</b> <span class="num">8,733</span> with activity</span>
<span><b>Clients</b> <span class="num">106</span></span>
<span><b>Most recent week</b> omitted</span>
</div>
</header>
<section>
<div class="ledger">
<div>
<span class="side-label">Baseline</span>
<span class="figure num">$58,531.75</span>
<span class="subfig"><span class="num">1,024</span> days out of balance · <span class="num">87.74%</span> clean</span>
</div>
<div class="arrow" aria-hidden="true"></div>
<div>
<span class="side-label">After both fixes</span>
<span class="figure after num">$852.38</span>
<span class="subfig"><span class="num">105</span> days out of balance · <span class="num">98.74%</span> clean</span>
</div>
</div>
<div class="stats">
<div class="stat"><span class="k num">919</span><span class="l">client-days brought into balance</span></div>
<div class="stat zero"><span class="k num">0</span><span class="l">days knocked out of balance</span></div>
<div class="stat zero"><span class="k num">0</span><span class="l">balanced days whose numbers moved</span></div>
<div class="stat"><span class="k num">98.5%</span><span class="l">of the dollar variance removed</span></div>
</div>
<div class="measure">
<p>Figures exclude the ten deactivated duplicate clients, which the plan says to exclude from reporting. Across the full 8,733 client-days including them the shape is the same: 1,087 → 108 days out of balance, $63,764.92 → $1,995.36.</p>
</div>
</section>
<section>
<h2>Why this baseline is different</h2>
<div class="measure">
<p>The earlier thirty-day report derived its baseline arithmetically. This one does not. The job was run three separate times over the same ninety days, against the same data, writing real summaries each time:</p>
<ul>
<li><strong>Run A — baseline.</strong> The service-charge flag cleared on all 210 clients and <code>get-tip</code> restored to its tendered-only form. This is exactly what production calculates today.</li>
<li><strong>Run B — plus R1.</strong> Only <code>get-tip</code> changed.</li>
<li><strong>Run C — plus R2.</strong> The service-charge flag switched on as well.</li>
</ul>
<p>The underlying data — Phase 0, the re-key, the repaired charge references — is identical across all three, so what separates them is the calculation and nothing else. 18,900 summaries were written per run, 56,700 in total.</p>
<p>The most recent week (08-08 → 08-14) is excluded deliberately. The backup was cut mid-evening on the 14th, and the days either side of that are partial, which distorted the earlier window.</p>
</div>
</section>
<section>
<h2>Impact by underlying fix</h2>
<div class="measure">
<p>Applied in sequence, each measured against the run before it, over 8,350 reportable client-days.</p>
</div>
<div class="step" data-step="1">
<h3>R1</h3>
<div class="step-title">Tips on untendered orders</div>
</div>
<div class="scroll">
<table>
<thead><tr><th>Outcome</th><th class="n">Client-days</th><th class="n">Share</th></tr></thead>
<tbody>
<tr><td>Unchanged</td><td class="n">8,054</td><td class="n dim">96.5%</td></tr>
<tr><td>Out of balance → balanced</td><td class="n good">272</td><td class="n dim">3.3%</td></tr>
<tr><td>Balanced → out of balance</td><td class="n good">0</td><td class="n dim"></td></tr>
<tr><td>Balanced → balanced, numbers changed</td><td class="n good">0</td><td class="n dim"></td></tr>
<tr><td>Still out of balance, but closer</td><td class="n">24</td><td class="n dim">0.3%</td></tr>
<tr class="total"><td>Days touched · dollars moved</td><td class="n">296</td><td class="n">$3,623.44</td></tr>
</tbody>
</table>
</div>
<div class="step" data-step="2">
<h3>R2</h3>
<div class="step-title">Square service charges, both signs</div>
</div>
<div class="scroll">
<table>
<thead><tr><th>Outcome</th><th class="n">Client-days</th><th class="n">Share</th></tr></thead>
<tbody>
<tr><td>Unchanged</td><td class="n">7,701</td><td class="n dim">92.2%</td></tr>
<tr><td>Out of balance → balanced</td><td class="n good">647</td><td class="n dim">7.7%</td></tr>
<tr><td>Balanced → out of balance</td><td class="n good">0</td><td class="n dim"></td></tr>
<tr><td>Balanced → balanced, numbers changed</td><td class="n good">0</td><td class="n dim"></td></tr>
<tr><td>Still out of balance, but closer</td><td class="n">2</td><td class="n dim">&lt;0.1%</td></tr>
<tr class="total"><td>Days touched · dollars moved</td><td class="n">649</td><td class="n">$54,775.79</td></tr>
</tbody>
</table>
</div>
<h3>Both together, full population</h3>
<div class="scroll">
<table>
<thead><tr><th>Outcome</th><th class="n">Client-days</th></tr></thead>
<tbody>
<tr><td>Unchanged</td><td class="n">7,749</td></tr>
<tr><td>Out of balance → balanced</td><td class="n good">979</td></tr>
<tr><td>Balanced → out of balance</td><td class="n good">0</td></tr>
<tr><td>Balanced → balanced, numbers changed</td><td class="n good">0</td></tr>
<tr><td>Still out of balance, but closer</td><td class="n">5</td></tr>
<tr class="total"><td>Days touched · dollars moved</td><td class="n">984 · $62,069.64</td></tr>
</tbody>
</table>
</div>
<div class="callout">
<span class="h">Neither fix touches a healthy day — now confirmed over three times the window</span>
<p>Across 8,733 client-days and 90 days of trading, not one day that balanced under production's calculation was altered by either fix: zero knocked out of balance, and zero whose amounts moved while staying balanced. Every day they touched was already out of balance. The thirty-day run found the same thing; this replicates it on a much larger sample.</p>
</div>
</section>
<section>
<h2>Worked examples</h2>
<div class="measure">
<p>Each fix is easiest to check on a single order. In both cases the day's imbalance equals the fix amount exactly, which is what you would expect if the fix books something real that was previously booked nowhere.</p>
</div>
<h3>R1 — a tip reversal with no tender to hang it on</h3>
<div class="scroll">
<table>
<thead><tr><th>Field</th><th>Value</th></tr></thead>
<tbody>
<tr><td>Order</td><td class="mono">square/order/NGLK-SM-OxSX9gpXJV394qqT8mnBGypUwKNZY</td></tr>
<tr><td><code>:sales-order/tip</code></td><td class="n">60.00</td></tr>
<tr><td><code>:sales-order/total</code></td><td class="n">60.00</td></tr>
<tr><td><code>:sales-order/charges</code></td><td class="n bad">0 — no tender at all</td></tr>
<tr class="total"><td>NGLK 2026-08-04 imbalance</td><td class="n">60.00 → 0.00</td></tr>
</tbody>
</table>
</div>
<div class="measure">
<p>A guest's tip was handed back. The reversal is recorded on the order, but <code>get-tip</code> reaches tips by joining through <code>:sales-order/charges</code>, and a return-only order has no charge to join through — so the $60.00 was invisible and the day credited a tip that no longer existed.</p>
</div>
<h3>R2 — a service charge collected but credited nowhere</h3>
<div class="scroll">
<table>
<thead><tr><th>Field</th><th>Value</th></tr></thead>
<tbody>
<tr><td>Order</td><td class="mono">square/order/NTPT-PT-KrMZzcon1cpQEJUyetErkBIpcdEZY</td></tr>
<tr><td><code>:sales-order/service-charge</code></td><td class="n">427.10</td></tr>
<tr><td><code>:sales-order/total</code></td><td class="n">3,198.78</td></tr>
<tr class="total"><td>NTPT 2026-08-06 imbalance</td><td class="n">+427.10 → 0.00</td></tr>
</tbody>
</table>
</div>
<div class="measure">
<p>The $427.10 sits inside the card tender the customer paid, so it lands on the debit side — but nothing credited it, leaving the day short by exactly that amount. R2 is the larger of the two fixes by an order of magnitude: $54,775.79 moved against R1's $3,623.44.</p>
</div>
</section>
<section>
<h2>What is left</h2>
<div class="measure">
<p>Fifteen client-days above the ten-cent materiality threshold, out of 8,350. Everything else — 90 client-days — totals <strong>$2.26</strong>.</p>
</div>
<div class="scroll">
<table>
<thead><tr><th>Client</th><th>Date</th><th class="n">Variance</th><th>Note</th></tr></thead>
<tbody>
<tr><td class="mono">NGBK</td><td>2026-08-06</td><td class="n">+299.42</td><td>tender exceeds order totals by exactly this much</td></tr>
<tr><td class="mono">NGMV</td><td>2026-05-24</td><td class="n">+100.87</td><td rowspan="5" class="dim">a five-day cluster in late May, new to this window and not yet diagnosed</td></tr>
<tr><td class="mono">NGMV</td><td>2026-05-20</td><td class="n">+72.05</td></tr>
<tr><td class="mono">NGMV</td><td>2026-05-21</td><td class="n">+57.64</td></tr>
<tr><td class="mono">NGMV</td><td>2026-05-22</td><td class="n">+14.41</td></tr>
<tr><td class="mono">NGMV</td><td>2026-05-26</td><td class="n">+14.41</td></tr>
<tr><td class="mono">NGEB</td><td>2026-05-19</td><td class="n">79.01</td><td rowspan="4" class="dim">ezCater fee semantics — the plan's open question §15.4</td></tr>
<tr><td class="mono">NGEB</td><td>2026-06-23</td><td class="n">50.28</td></tr>
<tr><td class="mono">NGEB</td><td>2026-05-13</td><td class="n">49.80</td></tr>
<tr><td class="mono">NGEB</td><td>2026-07-29</td><td class="n">20.00</td></tr>
<tr><td class="mono">NGDA</td><td>2026-08-01</td><td class="n">50.00</td><td>auto-gratuity booked as a service charge</td></tr>
<tr><td class="mono">N-30012</td><td>2026-05-20</td><td class="n">+17.32</td><td rowspan="2" class="dim">two consecutive days, undiagnosed</td></tr>
<tr><td class="mono">N-30012</td><td>2026-05-21</td><td class="n">+12.99</td></tr>
<tr><td class="mono">NG4S</td><td>2026-05-29</td><td class="n">11.78</td><td class="dim">undiagnosed</td></tr>
<tr><td class="mono">PNSP</td><td>2026-07-12</td><td class="n">0.14</td><td class="dim">register rounding, just over threshold</td></tr>
</tbody>
</table>
</div>
<div class="measure">
<p>Widening from thirty days to ninety surfaced two clusters the shorter window could not see: <strong>NGMV</strong> across five days in late May, and <strong>NGEB</strong> across four days spanning May to July. NGEB is the known ezCater fee-semantics question. NGMV and N-30012 are new and worth a look before this ships — they are the kind of thing only a longer baseline exposes.</p>
<p>The ten deactivated twins, excluded above, contribute a further $1,142.98 across three days. They should not be reported on at all once one client per location is settled.</p>
</div>
</section>
<section>
<h2>Two performance defects found on the way</h2>
<div class="measure">
<p>Running the job 56,700 times surfaced two problems that a normal nightly pass would hide, both now fixed or documented.</p>
</div>
<div class="scroll">
<table>
<thead><tr><th>Problem</th><th>Effect</th><th>Fix</th></tr></thead>
<tbody>
<tr><td><code>dirty-sales-summaries</code> scanned the whole index</td><td class="n">1,321 ms → 5.6 ms per client</td><td>bound the scan at the client boundary</td></tr>
<tr><td>Transactor sized for a toy database</td><td class="n">~35/min → 5,300/min</td><td>object cache 2 GB → 8 GB, heap 4 GB → 16 GB</td></tr>
</tbody>
</table>
</div>
<div class="measure">
<p>The second is a deployment setting rather than a code change, but it is dramatic: with a 2 GB object cache against a 27 GB database, the final 7,958 client-days of a pass were crawling at about 35 a minute. After resizing they completed in 90 seconds. Worth checking what production's transactor is sized at.</p>
</div>
</section>
<section>
<h2>Reproduce it</h2>
<div class="scroll">
<pre><span class="dim">;; connect to the restored backup</span>
(def conn (d/connect "datomic:dev://localhost:4337/integreat-prod-restore"))
<span class="dim">;; baseline mode: clear the flag, restore tendered-only tips</span>
(doseq [[c _] clients]
@(d/transact conn [[:db/retract c :client/feature-flags "summary-service-charges"]]))
(alter-var-root #'ss/get-tip (constantly baseline-get-tip))
<span class="dim">;; mark the window and run the real job, then capture</span>
(doseq [[c _] clients] (ss/mark-dirty c w90-start w90-end))
(pmap (fn [[c code]] (ss/refresh-client! c code)) pending)
<span class="dim">;; the single orders behind the worked examples</span>
(d/pull (d/db conn) '[*]
[:sales-order/external-id
"square/order/NGLK-SM-OxSX9gpXJV394qqT8mnBGypUwKNZY"])
(d/pull (d/db conn) '[*]
[:sales-order/external-id
"square/order/NTPT-PT-KrMZzcon1cpQEJUyetErkBIpcdEZY"])</pre>
</div>
<div class="measure">
<p>The unit tests covering both fixes and the re-key:</p>
</div>
<div class="scroll">
<pre>lein test auto-ap.jobs.sales-summaries-test auto-ap.square.core3-test
<span class="dim">;; =&gt; 15 tests, 26 assertions, 0 failures</span></pre>
</div>
<div class="callout warn">
<span class="h">Two defects still open before this ships</span>
<p>Re-keying a charge that has two parent orders duplicates the tender, because the other client's import then matches neither key and creates a second charge which cardinality-many appends. The migration must split shared charges first. Separately, <code>remove-voided-orders</code> retracts orders, and 63% of the contended clients' charges have two parents, so a retraction there deletes the other client's payment.</p>
</div>
</section>
<footer>
<span>Measured 2026-08-15 on <span class="mono">integreat-prod-restore</span>, restored from backup point 209608347. Nothing in production was touched. Branch <span class="mono">worktree-sales-summary-balance</span>.</span>
<span>Service charges map to account 49000 Service Income, chosen to make measurement possible and still pending accounting sign-off. The account affects only whether a day can reach accepted — never whether it balances — so no figure here depends on it.</span>
</footer>
</div>

View File

@@ -0,0 +1,135 @@
(ns auto-ap.jobs.compare-sales-summaries
"Compares sales summaries between two points in the same database.
Datomic keeps every past value, so a recompute can be audited against exactly what was there
before by reading `(d/as-of db t)` for some earlier `t` — no snapshot or scratch copy needed.
The question this exists to answer is narrower than \"did the totals improve\": it is *which
days changed, and were any of them already balanced*. A day that was balanced before and still
balances after can still have had its line amounts move, and that is a real change to the
books even though no red turns green. Counting only balanced/unbalanced transitions would hide
it entirely."
(:require
[auto-ap.datomic :refer [conn]]
[auto-ap.datomic.sales-summaries :as d-ss]
[clj-time.coerce :as c]
[datomic.api :as dc]))
(def item-read
[:sales-summary-item/category
:sales-summary-item/manual?
:ledger-mapped/amount
{:ledger-mapped/ledger-side [:db/ident]}
{:ledger-mapped/account [:account/numeric-code]}])
(defn- cents
"Amounts are doubles carrying float noise, so compare them at the cent — the unit the books are
actually kept in. Without this, 182.87000000000003 and 182.87 read as a change."
[x]
(Math/round (* 100.0 (double (or x 0.0)))))
(defn- line
"One item reduced to what a reader would call \"the number\": category, side, amount, account."
[item]
{:category (:sales-summary-item/category item)
:side (get-in item [:ledger-mapped/ledger-side :db/ident])
:cents (cents (:ledger-mapped/amount item))
:account (get-in item [:ledger-mapped/account :account/numeric-code])})
(defn summaries-in
"`{[client-code date] {:lines … :imbalance … :balanced?}}` for every summary in `[start end)`.
Keyed by client code and date rather than entity id so the two sides line up even if an entity
were recreated between the points being compared."
[db start end]
(->> (dc/q {:find [(list 'pull '?s [:sales-summary/date
{:sales-summary/client [:client/code]}
{:sales-summary/items item-read}])]
:in '[$ ?start ?end]
:where '[[?s :sales-summary/date ?d]
[(>= ?d ?start)]
[(< ?d ?end)]]}
db (c/to-date start) (c/to-date end))
(map first)
(reduce (fn [acc s]
(let [items (map d-ss/<-pulled-item (:sales-summary/items s))]
(assoc acc
[(get-in s [:sales-summary/client :client/code]) (:sales-summary/date s)]
{:lines (frequencies (map line (:sales-summary/items s)))
:imbalance (d-ss/imbalance items)
:balanced? (d-ss/balanced? items)})))
{})))
(defn- classify
"How one client-day differs. `:numbers-changed` is the interesting one — the lines themselves
moved, whether or not the day's balance status did."
[before after]
(cond
(nil? before) :added
(nil? after) :removed
(= (:lines before) (:lines after)) :identical
:else :numbers-changed))
(defn compare-window
"Compares every summary in `[start end)` between two database values.
Returns per-day rows plus the tallies worth reporting, including the one that is easy to miss:
days that were **already balanced** and whose numbers moved anyway."
[before-db after-db start end]
(let [before (summaries-in before-db start end)
after (summaries-in after-db start end)
rows (for [k (distinct (concat (keys before) (keys after)))
:let [b (get before k) a (get after k)]]
{:client (first k)
:date (second k)
:change (classify b a)
:was-balanced? (:balanced? b)
:now-balanced? (:balanced? a)
:before-imbalance (:imbalance b)
:after-imbalance (:imbalance a)
:lines-before (:lines b)
:lines-after (:lines a)})
rows (vec rows)
changed (filter #(= :numbers-changed (:change %)) rows)]
{:rows rows
:tally {:compared (count rows)
:identical (count (filter #(= :identical (:change %)) rows))
:numbers-changed (count changed)
:added (count (filter #(= :added (:change %)) rows))
:removed (count (filter #(= :removed (:change %)) rows))}
:balance-transitions
{:unbalanced->balanced (count (filter #(and (false? (:was-balanced? %)) (true? (:now-balanced? %))) rows))
:balanced->unbalanced (count (filter #(and (true? (:was-balanced? %)) (false? (:now-balanced? %))) rows))
:stayed-balanced (count (filter #(and (true? (:was-balanced? %)) (true? (:now-balanced? %))) rows))
:stayed-unbalanced (count (filter #(and (false? (:was-balanced? %)) (false? (:now-balanced? %))) rows))}
:previously-balanced-and-changed
(->> changed (filter :was-balanced?) vec)}))
(defn line-diff
"Which categories actually moved on one row, as `{category [before-cents after-cents]}`. For
reading a handful of rows by hand once the tallies point at them."
[row]
(let [by-cat (fn [lines] (reduce (fn [m [l n]] (assoc m (:category l) (* n (:cents l)))) {} lines))
b (by-cat (:lines-before row))
a (by-cat (:lines-after row))]
(->> (distinct (concat (keys b) (keys a)))
(keep (fn [cat]
(let [x (get b cat 0) y (get a cat 0)]
(when (not= x y) [cat [(/ x 100.0) (/ y 100.0)]]))))
(into {}))))
(defn compare-against
"Convenience: compare the current database against its own past value at basis `t`."
[t start end]
(let [db (dc/db conn)]
(compare-window (dc/as-of db t) db start end)))
(comment
;; the restore point, i.e. production's own summaries before any of this work
(def result (compare-against 209608347
(clj-time.core/date-time 2026 7 15)
(clj-time.core/date-time 2026 8 14)))
(:tally result)
(:balance-transitions result)
(count (:previously-balanced-and-changed result))
(map line-diff (take 3 (:previously-balanced-and-changed result))))

View File

@@ -0,0 +1,106 @@
(ns auto-ap.jobs.rekey-square-external-ids
"One-shot migration re-keying Square refunds and charges to client-scoped external ids.
Refund and charge keys carry no client scoping today, so two clients configured on the same
Square location share a single entity: the refund's owner flips every time either client
imports, and one charge ends up referenced by both clients' orders. Sales orders already scope
their keys by client and location; this brings the other two in line.
Run AFTER the importer knows how to resolve both key schemes (`square.core3/existing-id`).
Running it first would be harmless, but the importer would then re-create legacy-keyed
entities on its next pass.
The migration is idempotent: an entity already carrying its scoped key is skipped, so it can
be re-run over a partially migrated database."
(:require
[auto-ap.datomic :refer [conn]]
[auto-ap.logging :as alog]
[datomic.api :as dc]))
(def refund-prefix "square/refund/")
(def charge-prefix "square/charge/")
(defn- scope-of
"`[client-code location]` for an entity, or nil when it cannot be determined.
Charges are the awkward case: about an eighth of them carry neither `:charge/client` nor
`:charge/location`. Those are stubs minted by the payout path, which asserts an external id
alone and lets unique-identity upsert bring a bare entity into being, plus older tender
records that predate the client attribute. None are orphaned, so the scope is recovered from
whatever references them — the sales order first, then the expected deposit."
[db attr e]
(let [ent (dc/entity db e)
pair (fn [code loc] (when (and code loc) [code loc]))]
(or (case attr
:sales-refund/external-id (pair (:client/code (:sales-refund/client ent))
(:sales-refund/location ent))
:charge/external-id (pair (:client/code (:charge/client ent))
(:charge/location ent)))
(when-let [o (:e (first (dc/datoms db :vaet e :sales-order/charges)))]
(let [oe (dc/entity db o)]
(pair (:client/code (:sales-order/client oe)) (:sales-order/location oe))))
(when-let [d (:e (first (dc/datoms db :vaet e :expected-deposit/charges)))]
(let [de (dc/entity db d)]
(pair (:client/code (:expected-deposit/client de)) (:expected-deposit/location de)))))))
(defn planned-key
"`[eid new-key]` for an entity that still needs re-keying, or nil when it is already scoped or
cannot be scoped at all.
Detection compares against the key this entity *should* have rather than pattern-matching the
id, because Square ids may themselves contain dashes and no pattern separates the two schemes
reliably. That also makes the migration idempotent."
[db attr prefix datom]
(let [old (:v datom)]
(when-let [[code loc] (scope-of db attr (:e datom))]
(let [scoped-prefix (str prefix code "-" loc "-")]
(when-not (.startsWith ^String old scoped-prefix)
[(:e datom) (str scoped-prefix (subs old (count prefix)))])))))
(defn plan
"Everything the migration would change, plus what it cannot touch. Read-only — run this and
check `:collisions` is empty before transacting anything."
[db attr prefix]
(let [acc (reduce (fn [acc d]
(let [acc (update acc :total inc)]
(if-let [[e new-key] (planned-key db attr prefix d)]
(-> acc
(update :to-migrate inc)
(update :new-keys conj! [e new-key]))
(if (scope-of db attr (:e d))
(update acc :already-scoped inc)
(update acc :unscopable inc)))))
{:total 0 :to-migrate 0 :already-scoped 0 :unscopable 0 :new-keys (transient [])}
(dc/datoms db :aevt attr))]
(update acc :new-keys persistent!)))
(defn collisions
"Any two entities that would land on the same new key. Must be empty: a collision would merge
two entities into one and lose whichever lost."
[new-keys]
(->> new-keys
(group-by second)
(keep (fn [[k es]] (when (> (count es) 1) [k (mapv first es)])))
vec))
(defn migrate!
"Asserts the new external id on each planned entity. The attribute is cardinality one, so the
legacy value is retracted by the same assertion and the entity keeps its identity — nothing is
created and nothing is deleted.
Returns the number of entities re-keyed."
[attr new-keys batch-size]
(let [total (count new-keys)]
(alog/info ::migrating :attr attr :count total)
(doseq [[i batch] (map-indexed vector (partition-all batch-size new-keys))]
@(dc/transact conn (for [[e new-key] batch] {:db/id e attr new-key}))
(when (zero? (mod i 20))
(alog/info ::migrated :attr attr :done (* i batch-size) :of total)))
total))
(defn counts
"Entity totals, for the before/after assertion that is this migration's real safety net: if
either number moves, the re-key created duplicates instead of updating in place."
[db]
{:refunds (reduce (fn [n _] (inc n)) 0 (dc/datoms db :aevt :sales-refund/external-id))
:charges (reduce (fn [n _] (inc n)) 0 (dc/datoms db :aevt :charge/external-id))})

View File

@@ -62,15 +62,24 @@
{:ledger-mapped/ledger-side [:db/ident]}
{:ledger-mapped/account [:db/id]}])
(defn dirty-sales-summaries [c]
(defn dirty-sales-summaries
"The client's dirty summaries, with enough of each item to evaluate and re-transact it.
`index-pull` returns a lazy seq running from `:start` to the END of the index, so this must
stop at the client boundary rather than filter: `:sales-summary/client+dirty` sorts by client
first, so every later client's summaries sit beyond this client's and filtering would walk all
of them — for every client — pulling their items on the way. That is quadratic in the number of
summaries, and it showed up as a full refresh degrading from ~180 client-days a minute to ~3 as
the summary count grew."
[c]
(let [client-id (dc/entid (dc/db conn) c)]
(->> (dc/index-pull (dc/db conn)
{:index :avet
:selector (conj '[:sales-summary/date :sales-summary/client :db/id]
{:sales-summary/items item-read})
:start [:sales-summary/client+dirty [client-id true]]})
(filter (fn [sales-summary]
(= client-id (:db/id (:sales-summary/client sales-summary))))))))
(take-while (fn [sales-summary]
(= client-id (:db/id (:sales-summary/client sales-summary))))))))
(def default-days
"How far back the scheduled refresh looks for summaries that still need recomputing."
@@ -454,12 +463,14 @@
:when (not (zero? amount))]
[category amount])))
(defn sales-summaries-v2 []
(doseq [[c client-code] (dc/q '[:find ?c ?client-code
:in $
:where [?c :client/code ?client-code]]
(dc/db conn))
{:sales-summary/keys [date] :db/keys [id] :as existing-summary} (dirty-sales-summaries c)]
(defn refresh-client!
"Recomputes every dirty summary for one client.
Split out of the driver loop so a client's work stands on its own: it can be run for a single
client, and a backfill over the whole history can spread clients across threads instead of
grinding through the largest ones one day at a time."
[c client-code]
(doseq [{:sales-summary/keys [date] :db/keys [id] :as existing-summary} (dirty-sales-summaries c)]
(mu/with-context {:client-code client-code
:date date}
(alog/info ::updating)
@@ -498,6 +509,16 @@
@(dc/transact conn [[:upsert-sales-summary result]]))
@(dc/transact conn [{:db/id id :sales-summary/dirty false}]))))))
(defn sales-summaries-v2
"Recomputes every dirty summary, client by client."
[]
(doseq [[c client-code] (dc/q '[:find ?c ?client-code
:in $
:where [?c :client/code ?client-code]]
(dc/db conn))]
(refresh-client! c client-code)))
(defn reset-summaries []
@(dc/transact conn (->> (dc/q '[:find ?sos
:in $

View File

@@ -269,6 +269,29 @@
0.0
[]))
(defn scoped-key
"Client-scoped external id, in the shape sales order keys already use.
Without the client and location in the key, two clients configured on the same Square location
collide on a single entity: a refund changes owner every time either client imports, and one
charge ends up shared between both clients' orders."
[prefix client location id]
(str prefix (:client/code client) "-" (:square-location/client-location location) "-" id))
(defn existing-id
"Entity id of the refund or charge this id already refers to, trying the client-scoped key
first and the legacy unscoped key second.
This is what makes re-keying safe. These external ids are `:db.unique/identity`, so the import
relies on upsert-by-identity; changing the key format on its own would match nothing and
Datomic would create a SECOND entity for every refund and charge, orphaning the original under
its legacy key. Pinning the result as `:db/id` makes the write land on the existing entity
whichever scheme it currently carries."
[db attr prefix client location id]
(when id
(or (dc/entid db [attr (scoped-key prefix client location id)])
(dc/entid db [attr (str prefix id)]))))
(defn tender->charge [order client location t]
(remove-nils
#:charge
@@ -278,8 +301,9 @@
:note (:note t)
:location (:square-location/client-location location)
:reference-link (str (url/url "https://squareup.com/receipt/preview" (:id t)))
:db/id (existing-id (dc/db conn) :charge/external-id "square/charge/" client location (:id t))
:external-id (when (:id t)
(str "square/charge/" (:id t)))
(scoped-key "square/charge/" client location (:id t)))
:processor (cond
(#{"OTHER" "THIRD_PARTY_CARD"} (:type t))
(condp = (some-> (:note t) str/lower-case)
@@ -561,7 +585,11 @@
(coerce/to-date)))
:charges (reverse (->> (:payout_entries payout)
(filter (comp :payment_id :type_charge_details))
(map (fn [p] {:charge/external-id (str "square/charge/" (:payment_id (:type_charge_details p)))}))))})
(map (fn [p]
(let [payment-id (:payment_id (:type_charge_details p))]
(remove-nils
{:charge/external-id (scoped-key "square/charge/" client location payment-id)
:db/id (existing-id (dc/db conn) :charge/external-id "square/charge/" client location payment-id)}))))))})
(filter :expected-deposit/date)
(into []))
(catch Throwable e
@@ -585,7 +613,8 @@
(de/chain
(get-payment client (:payment_id r))
(fn [payment]
#:sales-refund {:external-id (str "square/refund/" (:id r))
#:sales-refund {:db/id (existing-id (dc/db conn) :sales-refund/external-id "square/refund/" client l (:id r))
:external-id (scoped-key "square/refund/" client l (:id r))
:vendor :vendor/ccp-square
:total (amount->money (:amount_money r))
:fee (transduce

View File

@@ -120,3 +120,27 @@
{:sales-order/external-id "ezcater/order/TEST-ezcater-vendorless"
:sales-order/service-charge -75.0})])
(is (nil? (service-charges-for test-client-id))))))
(deftest dirty-summaries-stop-at-the-client-boundary
(testing "every dirty day for the client is returned, and none belonging to another client.
:sales-summary/client+dirty sorts by client, so an unbounded index scan would walk
every later client's summaries too — correct, but quadratic in the summary count."
(let [{:strs [test-client-id]} (setup-test-data [])
other (get-in @(dc/transact conn [{:db/id "other" :client/code (str "OTHER" (rand-int 100000))}])
[:tempids "other"])
day (fn [client d dirty?]
{:sales-summary/client client
:sales-summary/date d
:sales-summary/dirty dirty?})]
@(dc/transact conn [(day test-client-id #inst "2026-08-01T07:00:00.000-00:00" true)
(day test-client-id #inst "2026-08-02T07:00:00.000-00:00" true)
(day test-client-id #inst "2026-08-03T07:00:00.000-00:00" false)
(day other #inst "2026-08-01T07:00:00.000-00:00" true)
(day other #inst "2026-08-02T07:00:00.000-00:00" true)])
(let [mine (sut/dirty-sales-summaries test-client-id)]
(is (= 2 (count mine)) "both dirty days, and not the clean one")
(is (every? #(= test-client-id (:db/id (:sales-summary/client %))) mine)
"and nothing belonging to the other client"))
(is (= 2 (count (sut/dirty-sales-summaries other)))
"the other client's own dirty days are still found"))))

View File

@@ -0,0 +1,77 @@
(ns auto-ap.square.core3-test
(:require
[auto-ap.datomic :refer [conn]]
[auto-ap.integration.util :refer [setup-test-data wrap-setup]]
[auto-ap.square.core3 :as sut]
[clojure.test :refer [deftest is testing use-fixtures]]
[datomic.api :as dc]))
(use-fixtures :each wrap-setup)
(def client {:client/code "NGCD"})
(def location {:square-location/client-location "CD"})
(defn- refund-count []
(count (dc/q '[:find ?e :where [?e :sales-refund/external-id]] (dc/db conn))))
(defn- resolve-refund [id]
(sut/existing-id (dc/db conn) :sales-refund/external-id "square/refund/" client location id))
(deftest scoped-key-carries-client-and-location
(testing "the same shape sales order keys already use, so a shared location cannot contend"
(is (= "square/refund/NGCD-CD-abc" (sut/scoped-key "square/refund/" client location "abc")))
(is (= "square/charge/NGCD-CD-xyz" (sut/scoped-key "square/charge/" client location "xyz")))))
(deftest legacy-keyed-entity-is-updated-not-duplicated
(testing "an entity still carrying its unscoped key is found and re-keyed in place.
This is the sharpest hazard in the migration: these external ids are
:db.unique/identity, so writing the new key without resolving the old one first
matches nothing and creates a second entity, orphaning the original."
(setup-test-data [])
@(dc/transact conn [{:db/id "r"
:sales-refund/external-id "square/refund/abc"
:sales-refund/total 10.0}])
(is (= 1 (refund-count)))
(let [eid (resolve-refund "abc")]
(is (some? eid) "resolves an entity carrying the legacy key")
@(dc/transact conn [{:db/id eid
:sales-refund/external-id (sut/scoped-key "square/refund/" client location "abc")
:sales-refund/total 10.0}])
(is (= 1 (refund-count)) "no second entity was created")
(is (= eid (dc/entid (dc/db conn) [:sales-refund/external-id "square/refund/NGCD-CD-abc"]))
"the same entity now answers to the scoped key")
(is (nil? (dc/entid (dc/db conn) [:sales-refund/external-id "square/refund/abc"]))
"and no longer to the legacy one"))))
(deftest already-scoped-entity-resolves-by-its-new-key
(testing "re-running the importer after migration finds the entity by the scoped key, so the
migration is not undone and nothing is duplicated"
(setup-test-data [])
@(dc/transact conn [{:db/id "r"
:sales-refund/external-id "square/refund/NGCD-CD-abc"
:sales-refund/total 10.0}])
(is (= (dc/entid (dc/db conn) [:sales-refund/external-id "square/refund/NGCD-CD-abc"])
(resolve-refund "abc")))
(is (= 1 (refund-count)))))
(deftest unknown-id-resolves-to-nothing
(testing "a refund never seen before has no id to pin, so the importer creates it fresh"
(setup-test-data [])
(is (nil? (resolve-refund "never-seen")))))
(deftest two-clients-on-one-location-get-their-own-entities
(testing "the point of the re-key: with the client in the key, a second client importing the
same Square refund creates its own entity instead of taking ownership of the first"
(setup-test-data [])
(let [other {:client/code "NGCC"}
other-loc {:square-location/client-location "CC"}]
@(dc/transact conn [{:db/id "r"
:sales-refund/external-id (sut/scoped-key "square/refund/" client location "shared")
:sales-refund/total 10.0}])
(is (nil? (sut/existing-id (dc/db conn) :sales-refund/external-id "square/refund/" other other-loc "shared"))
"the second client does not resolve onto the first client's entity")
@(dc/transact conn [{:db/id "r2"
:sales-refund/external-id (sut/scoped-key "square/refund/" other other-loc "shared")
:sales-refund/total 10.0}])
(is (= 2 (refund-count)) "two stable entities, one per client, rather than one that flips"))))