Files
hakorune/docs/development/current/main/phase131-3-llvm-lowering-inventory.md
nyash-codex 447d4ea246 feat(llvm): Phase 132 - Pattern 1 exit value parity fix + Box-First refactoring
## Phase 132: Exit PHI Value Parity Fix

### Problem
Pattern 1 (Simple While) returned 0 instead of final loop variable value (3)
- VM: RC: 3  (correct)
- LLVM: Result: 0  (wrong)

### Root Cause (Two Layers)
1. **JoinIR/Boundary**: Missing exit_bindings → ExitLineReconnector not firing
2. **LLVM Python**: block_end_values snapshot dropping PHI values

### Fix
**JoinIR** (simple_while_minimal.rs):
- Jump(k_exit, [i_param]) passes exit value

**Boundary** (pattern1_minimal.rs):
- Added LoopExitBinding with carrier_name="i", role=LoopState
- Enables ExitLineReconnector to update variable_map

**LLVM** (block_lower.py):
- Use predeclared_ret_phis for reliable PHI filtering
- Protect builder.vmap PHIs from overwrites (SSOT principle)

### Result
-  VM: RC: 3
-  LLVM: Result: 3
-  VM/LLVM parity achieved

## Phase 132-Post: Box-First Refactoring

### Rust Side
**JoinModule::require_function()** (mod.rs):
- Encapsulate function search logic
- 10 lines → 1 line (90% reduction)
- Reusable for Pattern 2-5

### Python Side
**PhiManager Box** (phi_manager.py - new):
- Centralized PHI lifecycle management
- 47 lines → 8 lines (83% reduction)
- SSOT: builder.vmap owns PHIs
- Fail-Fast: No silent overwrites

**Integration**:
- LLVMBuilder: Added phi_manager
- block_lower.py: Delegated to PhiManager
- tagging.py: Register PHIs with manager

### Documentation
**New Files**:
- docs/development/architecture/exit-phi-design.md
- docs/development/current/main/investigations/phase132-llvm-exit-phi-wrong-result.md
- docs/development/current/main/phases/phase-132/

**Updated**:
- docs/development/current/main/10-Now.md
- docs/development/current/main/phase131-3-llvm-lowering-inventory.md

### Design Principles
- Box-First: Logic encapsulated in classes/methods
- SSOT: Single Source of Truth (builder.vmap for PHIs)
- Fail-Fast: Early explicit failures, no fallbacks
- Separation of Concerns: 3-layer architecture

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
2025-12-15 03:17:31 +09:00

21 KiB
Raw Blame History

Phase 131-3: MIR→LLVM Lowering Inventory

Date: 2025-12-14 Purpose: Identify what is broken in the LLVM (Python llvmlite) lowering pipeline using a few representative cases, and record evidence + next actions.

Test Cases & Results

Case File Emit Link Run Notes
A apps/tests/phase87_llvm_exe_min.hako PASS - Simple return 42, no BoxCall, exit code verified
B apps/tests/loop_min_while.hako PASS - Loop/PHI path runs end-to-end (Phase 131-10): prints 0,1,2 and exits
B2 /tmp/case_b_simple.hako PASS - Simple print(42) without loop works
C apps/tests/llvm_stage3_loop_only.hako ⚠️ TAG-RUN - Loop ok; print/concat path segfaults

Phase 132 Update (2025-12-15)

MAJOR FIX: Exit PHI wrong result bug fixed!

  • Issue: Pattern 1 の return i が LLVM だけ 0 を返すVM は 3
  • Test: /tmp/p1_return_i.hako が VM/LLVM ともに 3 を返すようになった
  • Root Cause (two-layer):
    • JoinIR/Boundary: exit 値が境界を通っていなかったexit_bindings / Jump args
    • LLVM Python: builder.vmap の PHI placeholder が上書きされ、ret が 0 を参照
  • Fix:
    • JoinIR/Boundary: Pattern 1 で exit 値を明示的に渡す + LoopExitBinding を境界へ設定
    • LLVM Python: predeclared_ret_phis で PHI 所有を追跡し、PHI placeholder を上書きしない
  • Details:

Root Causes Identified

1. TAG-EMIT: Loop PHI → Invalid LLVM IR (Case B) FIXED (Phase 131-10)

File: apps/tests/loop_min_while.hako

Code:

static box Main {
  main() {
    local i = 0
    loop(i < 3) {
      print(i)
      i = i + 1
    }
    return 0
  }
}

MIR Compilation: SUCCESS (Pattern 1 JoinIR lowering works)

[joinir/pattern1] Generated JoinIR for Simple While Pattern
[joinir/pattern1] Functions: main, loop_step, k_exit
📊 MIR Module compiled successfully!
📊 Functions: 4

LLVM Harness Failure:

RuntimeError: LLVM IR parsing error
<string>:35:1: error: expected instruction opcode
bb4:
^

Observed invalid IR snippet:

bb3:
  ret i64 %"ret_phi_17"           Terminator FIRST (INVALID!)
  %"ret_phi_17" = phi  i64 [0, %"bb6"]   PHI AFTER terminator

What we know:

  • LLVM IR requires: PHI nodes first, then non-PHI instructions, then terminator last.
  • The harness lowers blocks (including terminators), then wires PHIs, then runs a safety pass:
    • src/llvm_py/builders/function_lower.py calls _lower_blocks(...)_finalize_phis(builder)_enforce_terminators(...).
  • Per-block lowering explicitly lowers terminators after body ops:
    • src/llvm_py/builders/block_lower.py splits body_ops and term_ops, then lowers term_ops after body_ops.
  • PHIs are created/wired during finalize via ensure_phi(...):
    • src/llvm_py/phi_wiring/wiring.py (positions PHI “at block head”, and logs when a terminator already exists).

This strongly suggests an emission ordering / insertion-position problem in the harness, not a MIR generation bug. The exact failure mode still needs to be confirmed by tracing where the PHI is inserted relative to the terminator in the failing block.

Where to inspect next (code pointers):

  • Harness pipeline ordering: src/llvm_py/builders/function_lower.py
  • Terminator emission: src/llvm_py/builders/block_lower.py
  • PHI insertion rules + debug: src/llvm_py/phi_wiring/wiring.py (NYASH_PHI_ORDERING_DEBUG=1)
  • “Empty block” safety pass (separate concern): src/llvm_py/builders/function_lower.py:_enforce_terminators

FIXED (Phase 131-4): Multi-pass block lowering architecture

Solution implemented:

  • Pass A: Lower non-terminator instructions (body ops only)
  • Pass B: Finalize PHIs (wire incoming edges) - happens in function_lower.py
  • Pass C: Lower deferred terminators (after PHIs are placed)

Key changes:

  1. src/llvm_py/builders/block_lower.py:

    • Split lower_blocks() to defer terminators
    • Added lower_terminators() function for Pass C
    • Deferred terminators stored in builder._deferred_terminators
  2. src/llvm_py/builders/function_lower.py:

    • Updated pass ordering: Pass A → Pass B → Pass C
    • Added call to _lower_terminators() after _finalize_phis()
  3. src/llvm_py/instructions/ret.py:

    • Added _disable_phi_synthesis flag check
    • Prevents PHI creation during Pass C (terminators should only use existing values)

Result:

  • Case B EMIT now succeeds
  • Generated LLVM IR is valid (PHIs before terminators)
  • No regression in Cases A and B2

File: apps/tests/loop_min_while.hako

Link Error:

/usr/bin/ld: /home/tomoaki/git/hakorune-selfhost/target/aot_objects/loop_min_while.o: in function `condition_fn':
<string>:(.text+0x99): undefined reference to `nyash_console_log'

Root Cause: Python harness was converting dots to underscores in symbol names.

  • Generated symbol: nyash_console_log (underscores)
  • NyKernel exports: nyash.console.log (dots)
  • ELF symbol tables support dots in symbol names - no conversion needed!

Fix Applied (Phase 131-5):

  • File: src/llvm_py/instructions/externcall.py
  • Removed dot-to-underscore conversion (lines 54-58)
  • Now uses symbol names directly as exported by NyKernel
  • Result: Case B LINK (no more undefined reference errors)

Verification:

# NyKernel symbols (dots)
$ objdump -t target/release/libnyash_kernel.a | grep console
nyash.console.log
nyash.console.log_handle
print (alias to nyash.console.log)

# LLVM IR now emits (dots - matching!)
declare i64 @nyash.console.log(i8*)

Status: TAG-LINK completely resolved. Case B now passes EMIT LINK


3. TAG-RUN: Loop Runtime Incorrect (Case B) - FIXED (Phase 131-10)

File: apps/tests/loop_min_while.hako

Expected Behavior:

$ ./target/release/hakorune apps/tests/loop_min_while.hako
0
1
2
RC: 0

Outcome (Phase 131-10):

  • LLVM AOT now matches VM behavior (prints 0,1,2, terminates)
  • No regression in Case A / B2

What happened (timeline):

  • Phase 131-6: Confirmed MIR/VM correctness; investigated as “PHI incoming wiring bug”.
    • Historical diagnosis: docs/development/current/main/phase131-6-ssa-dominance-diagnosis.md
    • Historical plan: docs/development/current/main/phase131-6-next-steps.md
  • Phase 131-7: Multi-pass lowering follow-up: ensure values defined in Pass A are visible to Pass C (global vmap sync).
  • Phase 131-8: ExternCall argument resolution fixed: use PHI-safe resolution (resolve_i64_strict) so PHI values are not treated as null pointers.
  • Phase 131-9: MIR global PHI type inference: fix loop-carrier PHI mistakenly inferred as String (prevent "0" + "1" concatenation behavior).
    • Implemented in src/mir/builder/lifecycle.rs (Phase 131-9 section).
  • Phase 131-10: Console ABI routing: avoid calling nyash.console.log(i8*) with non-string values.
    • Route string literals to nyash.console.log(i8*)
    • Route handles/integers to nyash.console.log_handle(i64)
    • Unboxed integer fallback handled in crates/nyash_kernel/src/plugin/console.rs

Key lesson:

  • “PHI is correct but loop prints 0 forever” can be a combination of:
    • multi-pass value propagation bugs,
    • ExternCall resolution/ABI mismatch,
    • and MIR type inference drift.

4. Case C: loop(true) + break/continue - from TAG-EMIT to TAG-RUN

File: apps/tests/llvm_stage3_loop_only.hako

Code:

static box Main {
  main() {
    local counter = 0
    loop (true) {
      counter = counter + 1
      if counter == 3 { break }
      continue
    }
    print("Result: " + counter)
    return 0
  }
}

MIR Compilation: SUCCESSPhase 131-11

What changed:

  • Pattern gap was resolved by introducing a dedicated infinite-loop early-exit pattern (Phase 131-11 AC).
  • A loop-carrier PHI type-cycle bug was fixed by seeding the PHI type from the entry(init) value (Phase 131-11 H).
    • Root cause report: docs/development/current/main/phase-131-11-g-phi-type-bug-report.md

Current issue: TAG-RUN (segfault in print/concat)
Loop/carrier propagation is now consistent enough to run iterations, but the post-loop print("Result: " + counter) path segfaults.

Next actions:

  • Use strict mode + traces to catch the first wrong value/ABI boundary:
    • NYASH_LLVM_STRICT=1, NYASH_LLVM_TRACE_VALUES=1, NYASH_LLVM_TRACE_PHI=1
  • Reduce to isolate the failing segment:
    • return counter (no print)
    • print(counter) (no concat)
    • print("Result: " + counter) (concat + print)
  • Dump IR around concat/externcall:
    • NYASH_LLVM_DUMP_IR=/tmp/case_c.ll

Update (Phase 131-13):

  • snapshot-only + strict resolver により、Case C の不一致が “LLVM の値解決バグ” ではなく
    “Rust の MIR→JSON emit が block 内命令順序を崩している” 問題として顕在化した。
    • Investigation note: docs/development/current/main/investigations/phase131-13-mir-json-instruction-order.md
  • Add is_infinite_loop: bool feature to LoopFeatures (detect loop(true)).
  • Fix classification so has_break && has_continue does not route to Pattern 4.
  • Introduce a dedicated pattern kind + lowerer for infinite loop + early-exit (+ optional continue):
    • Example name: InfiniteEarlyExit (avoid “Pattern5” naming collision with existing Trim/P5).
    • Scope (minimum): loop(true) with exactly one break site and one continue site (Fail-Fast outside this).

Files to Modify:

  1. src/mir/loop_pattern_detection/mod.rs - Add is_infinite_loop field, update classify()
  2. src/mir/builder/control_flow/joinir/patterns/ast_feature_extractor.rs - Detect loop(true) in condition
  3. src/mir/builder/control_flow/joinir/patterns/router.rs - Pass condition to extract_features()
  4. src/mir/builder/control_flow/joinir/patterns/pattern2_with_break.rs - Add infinite loop lowering path

Docs (Phase 131-11):

  • Detailed analysis: docs/development/current/main/case-c-infinite-loop-analysis.md
  • Implementation summary: docs/development/current/main/phase131-11-case-c-summary.md

Location: src/mir/builder/control_flow/joinir/router.rs - pattern matching logic


Success Cases

Case A: Minimal (No BoxCall, No Loop)

  • EMIT: Object generated successfully
  • LINK: Linked with NyKernel runtime
  • RUN: Exit code 42 verified
  • Validation: Full LLVM exe line SSOT confirmed working

Case B2: Simple BoxCall (No Loop)

  • EMIT: Object generated successfully
  • LINK: Linked with NyKernel runtime
  • RUN: print(42) executes (loop-free path)
  • Validation: BoxCall → ExternCall lowering works correctly

Next Steps

Priority 1: COMPLETED - Fix TAG-EMIT (PHI After Terminator Bug)

Target: Case B (loop_min_while.hako)

Status: FIXED in Phase 131-4 (see Root Cause #1 above)

Result: Case B EMIT now succeeds. Multi-pass block lowering architecture working.


Target: Case B (loop_min_while.hako)

Status: FIXED in Phase 131-5 (see Root Cause #2 above)

Approach Taken:

  1. Investigated NyKernel exported symbols → found dots in names (nyash.console.log)
  2. Identified Python harness converting dots to underscores (WRONG!)
  3. Removed conversion - ELF supports dots natively
  4. Verified with objdump and test execution

Files Modified:

  • src/llvm_py/instructions/externcall.py - Removed dot-to-underscore conversion

Result: Case B now passes EMIT LINK (but RUN fails - see Priority 3)


Priority 3: COMPLETED - Fix TAG-RUN (Loop Runtime Correctness)

Target: Case B (loop_min_while.hako)

Status: FIXED (Phase 131-10)

Fixes applied (high level):

  1. Multi-pass lowering value propagation: Pass A outputs are synced for Pass C usage
  2. ExternCall value resolution: unify on PHI-safe resolver (resolve_i64_strict)
  3. MIR global PHI type inference: correct loop-carrier PHI types from incomings
  4. Console ABI routing: console.log(i8*) vs console.log_handle(i64) dispatch

Result:

  • Case B now passes EMIT LINK RUN
  • Output matches VM behavior (0,1,2), and the program terminates

Priority 4: Fix TAG-EMIT (JoinIR Pattern Coverage)

Target: Case C (llvm_stage3_loop_only.hako)

Approach:

  1. Analyze loop(true) { ... break ... continue } control flow
  2. Design JoinIR Pattern variant (Pattern 1.5 or Pattern 5?)
  3. Implement pattern in src/mir/builder/control_flow/joinir/patterns/
  4. Update router to match this pattern

Files:

  • src/mir/builder/control_flow/joinir/router.rs - add pattern matching
  • src/mir/builder/control_flow/joinir/patterns/ - new pattern module

Expected: Infinite loops with break/continue should lower to JoinIR


Priority 5: Comprehensive Loop Coverage Test

After P3+P4 fixed:

Test Matrix:

# Pattern 1: Simple while
apps/tests/loop_min_while.hako

# Pattern 2: Infinite loop + break
apps/tests/llvm_stage3_loop_only.hako

# Pattern 3: Loop with if-phi
apps/tests/loop_if_phi.hako

# Pattern 4: Nested loops
apps/tests/nested_loop_inner_break_isolated.hako

All should pass: EMIT LINK RUN


Box Theory Modularization Feedback

LLVM Line SSOT Analysis

Good: Single Entry Point

  • tools/build_llvm.sh is the SSOT for LLVM exe line
  • Clear 4-phase pipeline: Build → Emit → Link → Run
  • Env vars control compiler mode (NYASH_LLVM_COMPILER=harness|crate)

Bad: Harness Duplication Risk

  • Python harness: src/llvm_py/llvm_builder.py (~2000 lines)
  • Rust crate: crates/nyash-llvm-compiler/ (separate implementation)
  • Both translate MIR14→LLVM, risk of divergence

🔧 Recommendation: Harness as Box

Box: LLVMCompilerBox
  - Method: compile_to_object(mir_json: str, output: str)
  - Default impl: Python harness (llvmlite)
  - Alternative impl: Rust crate (inkwell - deprecated)
  - Interface: MIR JSON v1 schema (fixed contract)

Benefits:

  • Single interface definition
  • Easy A/B testing (Python vs Rust)
  • Plugin architecture: external LLVM backends

Duplication Found: BB Emission Logic

Location 1: src/llvm_py/llvm_builder.py:400-600 Location 2: (likely) crates/nyash-llvm-compiler/src/codegen/ (if crate path is used)

Problem: Empty BB handling differs between harness and crate path

Solution: Box-first extraction

// Extract to: src/mir/llvm_ir_validator.rs
pub fn validate_basic_blocks(blocks: &[BasicBlock]) -> Result<(), String> {
    for bb in blocks {
        if bb.instructions.is_empty() && bb.terminator.is_none() {
            return Err(format!("Empty BB detected: {:?}", bb.id));
        }
    }
    Ok(())
}

Call this validator before harness invocation (in Rust MIR emission path).


Legacy Deletion Candidates

1. LoopBuilder Remnants (Phase 33 cleanup incomplete?)

Search: grep -r "LoopBuilder" src/mir/builder/control_flow/ Action: Verify no dead imports/comments remain

2. Unreachable BB Emission Code

Location: src/llvm_py/llvm_builder.py Check: Does harness skip "reachable": false blocks from MIR JSON? Action: If not, add filter before BB emission

Code snippet to check:

# src/llvm_py/llvm_builder.py (approx line 450)
for block in function["blocks"]:
    if block.get("reachable") == False:  # ← Add this check?
        continue
    self.emit_basic_block(block)

Validation: build_llvm.sh SSOT Conformance

Confirmed SSOT Behaviors

  1. Feature selection: NYASH_LLVM_FEATURE=llvm (default harness) vs llvm-inkwell-legacy
  2. Compiler mode: NYASH_LLVM_COMPILER=harness (default) vs crate (ny-llvmc)
  3. Object caching: NYASH_LLVM_SKIP_EMIT=1 for pre-generated .o files
  4. Runtime selection: NYASH_LLVM_NYRT=crates/nyash_kernel/target/release

Missing SSOT: Error Logs

  • Python harness errors go to stderr (lost after build_llvm.sh exits)
  • No env var for NYASH_LLVM_HARNESS_LOG=/tmp/llvm_harness.log

Recommendation:

# In build_llvm.sh, line ~118:
HARNESS_LOG="${NYASH_LLVM_HARNESS_LOG:-/tmp/nyash_llvm_harness_$$.log}"
NYASH_LLVM_OBJ_OUT="$OBJ" NYASH_LLVM_USE_HARNESS=1 \
  "$BIN" --backend llvm "$INPUT" 2>&1 | tee "$HARNESS_LOG"

Timeline Estimate (historical)

  • P1 (Loop PHI → LLVM IR fix): 1-2 hours (harness BB emission logic)
  • P2 (JoinIR pattern coverage): 3-4 hours (pattern design + implementation)
  • P3 (Comprehensive test): 1 hour (run matrix + verify)

Total: 5-7 hours to full LLVM loop support


Executive Summary (updated)

Phase 131-10 Results (Case B End-to-End PASS)

Case A (Minimal): PASS - Simple return works perfectly

  • EMIT LINK RUN
  • Validates: Build pipeline, NyKernel runtime, basic MIR→LLVM lowering

Case B (Loop+PHI): PASS - Loop/PHI works in LLVM AOT

  • Phase 131-4: Fixed TAG-EMIT (PHI after terminator)
  • Phase 131-5: Fixed TAG-LINK (symbol name mismatch)
  • Phase 131-10: Fixed TAG-RUN (value propagation + console ABI routing)

Case B2 (BoxCall): PASS - print() without loops works

  • EMIT LINK RUN
  • Validates: BoxCall→ExternCall lowering, runtime ABI

Case C (Break/Continue): TAG-EMIT failure - JoinIR pattern gap

  • Root Cause: loop(true) { break } pattern not recognized by JoinIR router
  • Status: Unchanged from Phase 131-3

Phase 131-5 Achievements (still valid)

Fixed TAG-LINK (Symbol Name Mismatch):

  1. Investigation: Used objdump to discover NyKernel exports symbols with dots
  2. Root Cause: Python harness was converting nyash.console.lognyash_console_log
  3. Fix: Removed dot-to-underscore conversion in externcall.py
  4. Verification: Case B now links successfully against NyKernel
  5. No Regression: Cases A and B2 still pass

Files Modified:

  • src/llvm_py/instructions/externcall.py (4 lines removed)

Impact: All ExternCall symbols now match NyKernel exports exactly.


Critical Path Update

  1. Fix PHI ordering (P1 - Phase 131-4) - DONE
  2. Fix symbol mapping (P2 - Phase 131-5) - DONE
  3. Fix loop runtime correctness (P3 - Phase 131-10) - DONE
  4. Add JoinIR infinite-loop early-exit pattern (P4) - PENDING
  5. Comprehensive test (P5) - PENDING

Total Effort So Far: ~3 hours (Investigation + 2 fixes) Remaining: ~4-6 hours (Runtime bug + Pattern 5 + Testing)


Box Theory Modularization Insights

Good: LLVM Line SSOT

  • tools/build_llvm.sh is well-structured (4-phase pipeline)
  • Clear separation: Emit → Link → Run
  • Environment variables control behavior cleanly

⚠️ Risk: Harness Duplication

  • Python harness (src/llvm_py/) vs Rust crate (crates/nyash-llvm-compiler/)
  • Both implement MIR14→LLVM, risk of divergence
  • Recommendation: Box-ify with interface contract (MIR JSON v1 schema)

🔧 Technical Debt Found

  1. Harness duplication - Python harness vs Rust crate divergence risk
  2. Unreachable block handling - MIR JSON marks all blocks reachable: false (may be stale metadata)
  3. Error logging - Python harness errors lost after build_llvm.sh exits

Appendix: Test Commands

Case A (Minimal - PASS)

tools/build_llvm.sh apps/tests/phase87_llvm_exe_min.hako -o tmp/case_a
tmp/case_a
echo $?  # Expected: 42

Case B (Loop PHI - PASS)

tools/build_llvm.sh apps/tests/loop_min_while.hako -o tmp/case_b
tmp/case_b
# Output: 0,1,2 (+ Result line), then exit

Case B2 (Simple BoxCall - PASS)

cat > /tmp/case_b_simple.hako << 'EOF'
static box Main {
    main() {
        print(42)
        return 0
    }
}
EOF
tools/build_llvm.sh /tmp/case_b_simple.hako -o tmp/case_b2
tmp/case_b2
# Output: prints `42` (+ Result line), then exit

Case C (Complex Loop - FAIL at MIR)

tools/build_llvm.sh apps/tests/llvm_stage3_loop_only.hako -o tmp/case_c
# Error: JoinIR pattern not supported

MIR JSON Inspection (Case B Debug)

# Generate MIR JSON
./target/release/hakorune --emit-mir-json /tmp/case_b.json --backend mir apps/tests/loop_min_while.hako

# Check for unreachable blocks
jq '.cfg.functions[] | select(.name=="main") | .blocks[] | select(.reachable==false)' /tmp/case_b.json

# Inspect bb4 (the problematic block)
jq '.cfg.functions[] | select(.name=="main") | .blocks[] | select(.id==4)' /tmp/case_b.json

Success Criteria

Phase 131-10 Complete when:

  1. Case A continues to pass (regression prevention) - VERIFIED
  2. Case B (loop_min_while.hako) passes end-to-end - VERIFIED (EMIT LINK RUN )
  3. Case B2 continues to pass (BoxCall regression prevention) - VERIFIED
  4. Case C (llvm_stage3_loop_only.hako) lowers to JoinIR and runs - NOT YET
  5. ⚠️ All 4 cases produce correct output - PARTIAL (3/4 passing)
  6. ⚠️ No plugin errors (or plugin errors are benign/documented) - ACCEPTABLE (plugin errors don't affect AOT execution)

Definition of Done:

  • All test cases: EMIT LINK RUN
  • Exit codes match expected values
  • Output matches expected output (where applicable)