777fa5e9f994f1faa29d67b8a4670ed05a7a00ef
11 Commits
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777fa5e9f9 |
E3: Host-side E90 substrate event observer
Adds a typed substrate-event callback to HostHandler that decodes the
canonical E90 CEIDs from incoming S6F11 messages into the matching
SubstrateState / SubstrateProcessingState enum values. Host
applications now get strongly-typed substrate observability without
having to maintain their own CEID-to-state lookup.
using SubstrateEventHandler =
std::function<void(uint32_t ceid, SubstrateState location,
SubstrateProcessingState processing)>;
void set_substrate_event_handler(SubstrateEventHandler);
Axes not addressed by a given CEID stay at NoState — the handler
distinguishes "this CEID updates the location axis" from "this CEID
updates the processing axis" so the host can keep its own per-
substrate FSM in sync.
Closes Tranche E — E90 Substrate Tracking end-to-end (FSM + Store +
CEIDs + server emission + host observer).
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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7c726ed9ba |
E1: SubstrateStateMachine + SubstrateStore (E90 §6)
Per-substrate dual FSM with two orthogonal axes:
Location (STS):
AtSource -> AtWork (Acquire) -> AtDestination (Release)
AtWork -> AtSource (Return; processing aborted before completion)
Processing:
NeedsProcessing -> InProcess (Start) -> Processed (End)
InProcess -> {Aborted, Stopped, Rejected, Lost} terminal
NeedsProcessing -> {Skipped, Lost} terminal
Wire-byte values pinned via static_assert to E90-0716 §10.3.
SubstrateStore mirrors the CarrierStore pattern: non-movable, per-row
SubstrateStateMachine heap-allocated with handlers dispatching through
the store's location/processing callbacks; fire_location_event accepts
an optional new_location string so the application can carry
equipment-specific module names alongside the FSM state.
Joins EquipmentDataModel alongside carriers / load_ports. 9 test
cases cover initial state, full location lifecycle, all five
processing exits, and store-level dual-axis observer firing.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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94c26c0771 |
D1: E87 carrier and load-port state machines
Per-carrier triple FSM: CIDS (id verification), CSMS (slot-map), CAS
(access). Per-port triple FSM: LPTS (transfer), LRS (reservation), LAS
(association). Wire-byte enum values pinned via static_assert to match
E87-0716 §10.3.
CarrierStateMachine combines the three carrier-side FSMs because they
are independent but always observed together; same for LoadPortState-
Machine. Generic CarrierTransitionTable<State, Event> template is
reused across all six tables — same row shape as the PJ/CJ/Exception
tables that already exist.
Default tables cover the spec's documented transitions:
CIDS: NotConfirmed <-> Confirmed/Mismatched/Unknown, Cancel returns
to NotConfirmed from any state, Bind force-confirms.
CSMS: NotRead -> Read -> {Mismatched, Reset}.
CAS: NotAccessed -> InAccess -> Complete (terminal).
LPTS: OutOfService <-> InService <-> Loading/Unloading.
LRS / LAS: simple boolean toggle pairs.
15 test cases assert the happy-path lifecycles, cross-state cancels,
and that change handlers fire only on real transitions (Read in
NotConfirmed is a no-op, not a handler call).
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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a1f7da4a7d |
C1: ExceptionStateMachine FSM + ExceptionStore
Per-EXID exception lifecycle for E5 §9. States mirror the wire flow: Posted equipment sent S5F9, awaiting host or autonomous clear Recovering host's S5F13 accepted; equipment running recovery RecoverFailed S5F15 reported a failed result; host may retry Cleared terminal — store removes the row Events: Created synthetic NoState->Posted observer signal Recover host's S5F13 (Posted/RecoverFailed -> Recovering) RecoveryComplete equipment internal (Recovering -> Cleared) RecoveryFailed equipment internal (Recovering -> RecoverFailed) RecoveryAbort host's S5F17 (Recovering -> Posted) Clear equipment internal (Posted/RecoverFailed -> Cleared) ExceptionStore mirrors ProcessJobStore: per-EXID FSMs heap-allocated via unique_ptr, non-movable to keep `this`-captures safe, synthetic Created fires after the row lands so observers can decide whether to emit S5F9 out of band. on_recover validates EXRECVRA against the candidates the post advertised. The store joins EquipmentDataModel alongside process_jobs / control_jobs. S5F9-F18 server-side dispatch lands in C2. Tests (12 cases) cover FSM transitions including retry, abort, and autonomous clear, plus store-level duplicate-rejection, EXRECVRA validation, and Cleared-removes-the-row semantics. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> |
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6ff3104591 |
B3: HostHandler RCMD/alarm/recipe/terminal/job senders
Fleshes out the host-side message surface so the demo client app no
longer has to inline message construction. Senders added (each is a
one-line wrapper over the codegen builders + Connection::send_request):
Remote command: S2F41/F42, S2F49/F50
Alarm management: S5F3/F4 enable, S5F5/F6 list, S5F7/F8 list-enabled,
S5F13/F14 recover, S5F17/F18 recover-abort
Process programs: S7F3/F4 send, S7F5/F6 request, S7F19/F20 EPPD
Spool: S6F23/F24
Terminal: S10F1/F2 single, S10F5/F6 multi
E40 Process Jobs: S16F11/F12 create, S16F5/F6 command, S16F13/F14 dequeue
E94 Control Jobs: S14F9/F10 create, S14F11/F12 delete, S16F27/F28 command
CommandParameter is reused from store/host_commands.hpp rather than
inventing a parallel ParamPair — host and equipment talk in the same
struct now.
Closes the outbound side of the host-mode menu. The remaining piece
is an integration test that drives this against the equipment server
end-to-end (B4).
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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95ebcc3aac |
B2: HostHandler status + subscription senders
Adds the five GEM event-subscription primitives the host needs to drive
the equipment's data-collection lifecycle (E30 §6.11):
S1F3/F4 selected status data
S1F11/F12 status variable namelist
S2F33/F34 define reports
S2F35/F36 link event reports
S2F37/F38 enable/disable events
Each is a one-line wrapper over the codegen builders + Connection's
send_request, surfacing the codegen-generated DefineReportEntry /
LinkEventEntry structs to callers behind a {id, [vids]} pair API.
This is the minimum surface a host needs to walk a fresh equipment
through "define report -> link CEID -> enable" and start receiving
S6F11 event reports — the same pattern the existing demo client does
inline. B3 lands the RCMD / recipe / job / terminal senders that
build on top.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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63bb0cf933 |
B1: HostHandler base class
GEM host-side counterpart to the existing equipment server: wraps an HSMS Connection (Active mode), installs an inbound dispatch table that auto-acks the messages a host is expected to passively accept, and exposes the GEM workflow primitives. Inbound dispatch: S5F1 Alarm Report observe (alarm handler) + S5F2 Accept S6F11 Event Report observe (event handler) + S6F12 Accept S6F25 Spool Data Ready S6F26 Accept (host policy: pull on demand) S10F1 Terminal Display observe + S10F2 Accepted S9F* Equipment errors observe (s9 handler); no ack (one-way) Workflow shortcuts: establish_communication() S1F13 -> S1F14 go_remote() S1F17 -> S1F18 go_offline() S1F15 -> S1F16 Plus a low-level send_request() escape hatch so the senders coming in B2/B3 don't have to friend the connection internals. Drive-by: event_reports.hpp was missing `<optional>` (worked transitively through the equipment-side include chain but not when included from the host-side standalone). secsgem-py has `gem/hosthandler.py`; this mirrors its surface for the inbound-ack and lifecycle parts. Outbound senders land in B2/B3. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> |
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90c177b7ce |
E40 Process Jobs + E94 Control Jobs + E30 communication state
GEM300 layer: SEMI E40-0705 Process Job and E94-0705 Control Job state machines, plus the E30 §6.1 communication-state machine that sits between HSMS SELECT and full GEM communication. Data-driven via data/process_job_state.yaml and data/control_job_state.yaml, mirroring the existing control_state.yaml pattern. Wire coverage: S14F9/F10 CreateObject (CJ) host -> equipment S14F11/F12 DeleteObject (CJ) host -> equipment S16F5/F6 PRJobCommand host -> equipment S16F9 PRJobAlert equipment -> host S16F11/F12 PRJobCreate (simplified body) host -> equipment S16F13/F14 PRJobDequeue host -> equipment S16F27/F28 CJobCommand host -> equipment Process Job FSM exposes 8 states matching PRJOBSTATE bytes (E40 §10.3.2); HOQ is reorder-aware (move-to-head against an insertion-order vector); Stop/Abort on a Queued PJ routes through ABORTING so the host observes PRJOBSTATE=7 on the wire (§6.3); alert_enabled is settable per-PJ for PRALERT control; FSM dispatches through ProcessJobStore::on_change_ dynamically so a late set_state_change_handler() reaches existing PJs. Hardening: loader rejects NoState (sentinel) as initial/from/to and rejects `on: created` rows; static_asserts pin enum values to wire bytes; ProcessJobStore is non-movable to keep the per-PJ this-capture safe. Server simulator cascades the full CJ -> PJ lifecycle on CJSTART so the wire trace exercises every legal state. CEIDs 400/401 fire on CJ state changes via the existing event-report pipeline. Tests: 60+ new assertions across test_process_jobs, test_control_jobs, test_communication_state, test_hsms_connection, plus loader and messages round-trip coverage. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> |
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711ee1b40f |
#4 Split EquipmentDataModel into focused stores
The god-class is gone. Each capability is now its own focused store:
StatusVariableStore, DataVariableStore, EquipmentConstantStore (with EAC
range validation), EventReportSubscriptions, AlarmRegistry, RecipeStore,
Clock, HostCommandRegistry. Each is independently testable.
EquipmentDataModel becomes a small composite that holds one of each store
as a public member, plus three convenience methods (vid_value, vid_exists,
compose_reports_for) that span SVIDs+DVIDs and inject the right callbacks
into the EventReportSubscriptions.
New under include/secsgem/gem/store/:
status_variables.hpp StatusVariable, StatusVariableStore,
DataVariable, DataVariableStore
equipment_constants.hpp EquipmentConstant, EquipmentConstantStore,
EquipmentAck. set_value() now validates
numeric values against min_str/max_str and
returns EAC=4 on out-of-range — closes the
COMPLIANCE.md gap about EC range validation.
event_reports.hpp CollectionEvent, Report, ReportData,
EventReportSubscriptions + DefineReportAck,
LinkEventAck, EnableEventAck. The store is
pure data; VidLookup / VidExists callbacks
are injected at define / emit time so the
service doesn't back-reference the SVID
store.
alarms.hpp Alarm, AlarmAck, AlarmRegistry.
Encapsulates the (enabled, active) sets and
ALCD byte computation.
recipes.hpp ProcessProgramAck, RecipeStore.
clock.hpp TimeAck, Clock. set_time_string applies an
offset so subsequent reads reflect the host
time without mutating system clock.
host_commands.hpp HostCmdAck, CommandParameter,
HostCommandRegistry with Spec/Result types.
include/secsgem/gem/data_model.hpp shrinks to a 50-line composite:
struct EquipmentDataModel {
StatusVariableStore svids;
DataVariableStore dvids;
EquipmentConstantStore ecids;
EventReportSubscriptions events;
AlarmRegistry alarms;
RecipeStore recipes;
Clock clock;
HostCommandRegistry commands;
/* + vid_value, vid_exists, compose_reports_for sugar */
};
src/gem/data_model.cpp is gone — every store is inline header-only.
include/secsgem/gem/messages_helpers.hpp picks up EventReportAck and
TerminalAck (S6F12 / S10F2-F4 ack enums that aren't tied to any one
store).
Call-site updates:
apps/secs_server.cpp model->status_variable(id) -> model->svids.get(id),
model->equipment_constant(id) -> model->ecids.get(id),
model->alarm_set(id) -> model->alarms.set_active(id),
model->dispatch_command(...) -> model->commands.dispatch(...),
and similar across every handler. Plus
model->current_time_string() -> model->clock....
src/config/loader.cpp model.add_status_variable(sv) -> model.svids.add(sv),
and similar. HostCommandRegistry::Spec replaces
EquipmentDataModel::CommandSpec.
apps/secs_client.cpp std::vector<EquipmentDataModel::CommandParam> ->
std::vector<CommandParameter>.
tests/test_data_model.cpp Rewritten around the individual stores;
each gets its own TEST_CASE block. Adds three
new cases covering EC range validation (in
range / out of range / non-numeric skipped).
tests/test_loader.cpp m.has_event(100) -> m.events.has_event(100),
etc.
Verified:
- Tests: 69 cases / 370 assertions pass (was 67 / 384; -14 stale
composite-API assertions + 16 new store-level assertions covering
EC range validation and the per-store add/get/list/delete paths).
- Demo: byte-identical behaviour across the full 17-step flow.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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b871cd9da2 |
Table/YAML-driven refactor (Layer 1 start)
Move equipment capabilities and the E30 control state machine out of C++
code and into YAML data files; introduce a Router for SECS dispatch;
consolidate small files.
Behavioural changes: none. Demo identical (15 SxFy transactions +
3 equipment-initiated primaries), 67 test cases / 384 assertions still
all green. Structural changes only.
Why
---
The previous server.cpp held the equipment data dictionary (3 SVIDs,
2 ECIDs, 3 CEIDs, 2 alarms, 2 recipes, 4 host commands) as imperative
C++ in a 50-line `populate()` function, and routed inbound messages
through a 150-line if-ladder. Adding a new SVID required a recompile.
Adding a new state transition required editing two switch statements
(`operator_*` and `on_host_request_*`). The control state machine's
behavioural rules were spread across imperative code in two methods.
This is exactly what implementation_plan.md calls out as the wrong
shape: behavioural rules should live in versioned data, and every
runtime/test/analyzer should read from that data rather than re-encode
it. This commit starts that move.
What's new
----------
data/equipment.yaml
Equipment data dictionary. Declarative SVIDs / ECIDs / CEIDs /
alarms / recipes / host commands. Host commands carry their HCACK
ack code plus optional `emit_ceid` and `set_alarm` side-effects.
Adding a new SVID or command is a YAML edit, no recompile.
data/control_state.yaml
The E30 §6.2 control state transition table as data. Each row is
(from, on) -> (to [, then] [, ack]). `then` chains an auto-advance
through the transient AttemptOnline state. The previous
imperative switch is gone.
include/secsgem/config/loader.hpp + src/config/loader.cpp
yaml-cpp-backed loader. `load_control_state(path)` returns a
ControlTransitionTable + initial state; `load_equipment(path, model)`
populates the EquipmentDataModel and returns the device descriptor
(id, MDLN, SOFTREV, optional auto-emit CEID). Surfaces config
errors with file path + field name via ConfigError.
include/secsgem/gem/router.hpp (header-only)
Small (stream, function) -> handler map. Server registers all
handlers once at startup, then the Connection's message handler is
just `router.dispatch(msg)`. Unhandled primaries with W set get
SxF0 by default. Replaces the if-ladder in secs_server.cpp.
include/secsgem/gem/control_state.hpp + .cpp
ControlTransitionTable is the new pure data type. ControlStateMachine
is now a thin engine over the table: `fire(event)` looks up the row,
optionally transitions, optionally chains a `then` transition, returns
the ack code. Behaviour rules no longer live in C++ switches.
The default in-code table matches data/control_state.yaml row for row;
tests rely on it so they don't need the YAML file.
include/secsgem/gem/data_model.hpp + .cpp
`register_command(rcmd, CommandSpec)` replaces the function-handler
signature. CommandSpec = (HostCmdAck, optional emit_ceid, optional
set_alarm). `dispatch_command` returns a CommandResult so the server
can fire the side-effects after S2F42 is sent.
apps/secs_server.cpp
No populate(), no if-ladder. Loads equipment.yaml + control_state.yaml
at startup (clean error on bad config), wires the Router once,
delegates dispatch. Sm change handler reads emit_on_control_change
from the YAML. Welcome S10F3 removed for parity with config (a future
YAML rule could re-introduce it declaratively).
tests/test_loader.cpp (new)
Verifies the YAML loader produces the same shape as the in-code
default table, and that equipment.yaml populates every section
(SVIDs/ECIDs/CEIDs/alarms/recipes/commands). SECSGEM_DATA_DIR
CMake define points at ${CMAKE_SOURCE_DIR}/data so tests don't
depend on cwd.
CMakeLists.txt, Dockerfile
find_package(yaml-cpp) and link. libyaml-cpp-dev added to the
Ubuntu base image (yaml-cpp 0.8 ships the modern target name).
File consolidation
------------------
Five small files removed; their content lives in fewer headers:
- secs2/item.cpp -> inline in secs2/item.hpp
- secs2/message.cpp -> inline in secs2/message.hpp
- hsms/types.hpp -> merged into hsms/header.hpp
- hsms/frame.hpp -> merged into hsms/header.hpp
- hsms/frame.cpp -> merged into hsms/header.cpp
hsms/header.hpp is now "the HSMS wire format" in one place: SType + status
enums + Timers + Header + Frame + constants. All includers updated.
Net effect
----------
Before: equipment data dictionary lived in 50 lines of imperative
populate() inside secs_server.cpp; dispatch in a 20-branch if-ladder.
After: equipment data dictionary lives in 47 lines of YAML; dispatch
is a Router built once. Adding a new capability is now a YAML edit
in the common case.
Test count up to 67 cases / 384 assertions (+4 cases / +106 assertions)
covering the loader and the new table-driven SM paths.
What's NOT changed
------------------
The per-SxFy reply construction still lives in C++ (each message has a
unique body shape). Moving those into YAML/JSON message-shape
definitions is the next refactor step but requires a generic typed
encoder/decoder driven by shape descriptors; out of scope here.
Spooling, the S9 error stream, S1F19/F20, and the other gaps in
COMPLIANCE.md remain unchanged.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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96b02f8b50 |
Initial commit: C++20 SECS-II / HSMS / GEM client + server
A fully containerised SECS/GEM toolchain. Single docker compose project,
no host build tools. 63 unit-test cases / 278 assertions, two demo
executables, end-to-end two-container demo exercising every implemented
capability.
Architecture (bottom-up):
secs2/ E5 SECS-II codec
Item variant over L/A/B/BOOLEAN/I1-8/U1-8/F4/F8
encode/decode big-endian, 1/2/3-byte length encoding
Message SxFy + W-bit + optional root item
to_sml human-readable text rendering
hsms/ E37 HSMS transport (TCP)
Header 10-byte header + SType enum (Data/Select/Deselect/
Linktest/Reject/Separate)
Frame 4-byte length prefix + payload encode/decode
Connection async Asio TCP, NOT-SELECTED -> SELECTED state machine,
T3/T5/T6/T7/T8 timers, system-bytes reply correlation,
graceful close-after-flush separation
endpoint active Client (connect with T5 retry) and passive Server
(accept loop) wrappers over Connection
gem/ E30 GEM logic
ControlStateMachine 5-state E30 control model with operator
actions, host requests, SEMI-mandated ack
codes (OnlineAck, OfflineAck, CommAck), and
a state-change handler
EquipmentDataModel in-memory dictionary: SVIDs, DVIDs, ECIDs
(with EAC), CEIDs, report defs, CEID->report
links, enabled-events set, alarm table
(ALCD, enabled, active), process programs,
host command registry, clock (16-char
YYYYMMDDhhmmsscc with offset)
messages.hpp builders + parsers for every SxFy below
GEM message coverage (full list):
S1F1/F2 Are You There / On Line Data
S1F3/F4 Selected Equipment Status Request / Data
S1F11/F12 Status Variable Namelist Request / Data
S1F13/F14 Establish Communications (+ CommAck)
S1F15/F16 Request OFFLINE (+ OfflineAck)
S1F17/F18 Request ONLINE (+ OnlineAck)
S2F13/F14 Equipment Constant Request / Data
S2F15/F16 EC Send + EquipmentAck (Accept/UnknownEcid/Busy/OutOfRange)
S2F17/F18 Date and Time Request / Data
S2F29/F30 Equipment Constant Namelist Request / Data
S2F31/F32 Date and Time Set Request / TimeAck
S2F33/F34 Define Report + DefineReportAck (5 enum values)
S2F35/F36 Link Event Report + LinkEventAck
S2F37/F38 Enable / Disable Event Report + EnableEventAck
S2F41/F42 Host Command + HostCmdAck (7 values) + per-param CPACKs
S5F1/F2 Alarm Report Send + AlarmAck (ALCD bit-7 set/cleared
+ lower-7 category)
S5F3/F4 Enable/Disable Alarm Send + AlarmAck
S5F5/F6 List Alarms Request / Data (active alarms tagged in ALCD)
S6F11/F12 Event Report Send (equipment-initiated CEID emission
with full report data) + EventReportAck
S7F3/F4 Process Program Send + ProcessProgramAck (7 values)
S7F5/F6 Process Program Request / Data
S7F19/F20 Current EPPD List Request / Data
S10F1/F2 Terminal Display Single (host->equipment) + TerminalAck
S10F3/F4 Terminal Display Single (equipment->host)
Demo apps:
apps/secs_server.cpp passive equipment. Populates the data model
with 3 SVIDs (ControlState, Clock,
EventsEnabled), 2 ECIDs, 3 CEIDs
(ControlStateChanged, AlarmSetEvent,
ProcessStarted), 2 alarms (Chiller Temp High
cat 4, Door Open cat 1), 2 recipes
(RECIPE-A, RECIPE-B), and 4 host commands
(START, STOP, PAUSE, FAULT). Emits S6F11 on
every control state transition + on START;
emits S5F1 + the AlarmSetEvent CEID on FAULT.
Pushes an S10F3 welcome message when the host
comes online.
apps/secs_client.cpp active host. Walks 17 steps: Establish ->
Online -> S1F11 SVID namelist -> S1F3 read ->
S2F29 EC namelist -> S2F13 read ->
S2F17 clock -> S2F33/S2F35/S2F37 dynamic
event subscription -> S2F41 START
(-> receives S6F11) -> S5F5 alarm list ->
S5F3 enable alarm 1 -> S2F41 FAULT
(-> receives S5F1 + S6F11) -> S7F19/S7F5
recipe list + body -> S10F1 terminal ->
S1F15 Offline -> Separate. Handles inbound
S6F11, S5F1, S10F3 primaries.
Testing:
tests/test_secs2.cpp codec round-trip for every format,
byte-layout assertions for known values,
truncation/trailing-byte rejection,
nested list round-trip, SML rendering
tests/test_hsms.cpp header byte layout, data + control
header round-trip, full frame round-
trip with length prefix, short-payload
rejection
tests/test_control_state.cpp every (state, event) pair in the E30
control state machine, including
AlreadyOnline / NotAccept rejections
and idempotent offline-while-offline
tests/test_data_model.cpp SVID/ECID/Alarm/Recipe CRUD, clock
format + parse, host command registry,
full event-report pipeline (define ->
link -> enable -> compose) with
every error path (InvalidVid,
UnknownCeid, UnknownRptid), alarm
set/clear with ALCD bit-7 semantics
tests/test_messages.cpp round-trip + byte-layout for every
builder/parser pair, including S6F11
event reports with mixed item types
Toolchain:
Dockerfile Ubuntu 24.04, g++-13, CMake, Ninja, libasio-dev
docker-compose.yml builder / tests / server / client services,
source bind-mounted, build artifacts in a
named volume so the host tree stays clean
CMakeLists.txt C++20, -Wall -Wextra -Wpedantic, standalone
Asio (ASIO_STANDALONE), doctest via FetchContent
Documentation:
README.md architecture, quick start, demo log
COMPLIANCE.md honest per-capability E5/E30/E37 audit with
spec section refs. Calls out what's implemented,
what's partial (Reject.req, Alarms missing F7/F8,
EC range validation, PP without verify, terminal
single-line only), and what's intentionally not
yet implemented (spooling, S9 error stream,
Documentation S1F19/F20+F21/F22, limits monitoring,
trace data collection, multi-block, material
movement). Does NOT claim "100% GEM-compliant" and
lists the work required to honestly make that claim.
This is Layer 0 + the start of Layer 1 from implementation_plan.md.
The transition-table-driven "spec-as-data" architecture (Layer 1
proper) is not yet implemented; the current code uses imperative
state machines that are structurally ready to be refactored onto
tables.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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