From 4074506114e12466ccc91da58d51bc772b2510af Mon Sep 17 00:00:00 2001 From: busya Date: Thu, 14 May 2026 10:17:09 +0300 Subject: [PATCH] chore: gitignore runtime artifacts, commit pre-existing dictionary+specs changes --- .axiom/runtime/belief_events.jsonl | 472 ------------------ .gitignore | 2 + .../translate/dictionaries/[id]/+page.svelte | 12 +- specs/028-llm-datasource-supeset/tasks.md | 158 +++--- 4 files changed, 87 insertions(+), 557 deletions(-) delete mode 100644 .axiom/runtime/belief_events.jsonl diff --git a/.axiom/runtime/belief_events.jsonl b/.axiom/runtime/belief_events.jsonl deleted file mode 100644 index cacc90fe..00000000 --- a/.axiom/runtime/belief_events.jsonl +++ /dev/null @@ -1,472 +0,0 @@ -{"recorded_at":"2026-05-11T20:01:49.734130436Z","anchor_id":"Axiom:Services:Contract:Rebuild:SemanticIndex","marker":"reason","message":"Rebuilding the semantic index snapshot for the workspace.","depth":1,"extra":{"rebuild_mode":"full","refresh_embeddings":true}} 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-{"recorded_at":"2026-05-12T16:56:33.905482123Z","anchor_id":"Axiom:Services:Artifact:RunWorkspaceCommand","marker":"reason","message":"Executing a read-only workspace command inside the project root.","depth":1,"extra":{"command":"cd /home/busya/dev/ss-tools && python3 -c \"\nimport re, os, json\n\n# Count anchors and check structure in key files\nfiles = [\n 'backend/src/app.py',\n 'backend/src/dependencies.py',\n 'backend/src/models/auth.py',\n 'backend/src/models/config.py',\n 'backend/src/models/task.py',\n 'backend/src/services/resource_service.py',\n 'backend/src/services/mapping_service.py',\n 'backend/src/services/health_service.py',\n 'backend/src/services/__init__.py',\n]\n\ntotal_defs = 0\ntotal_closes = 0\nc5_without_rationale = 0\nc1_with_extra = 0\nc3_with_prepost = 0\n\nfor f in files:\n path = os.path.join('/home/busya/dev/ss-tools', f)\n if not os.path.exists(path):\n continue\n with open(path) as fh:\n content = fh.read()\n defs = re.findall(r'# \\[DEF:\\w+:\\w+\\]', content)\n closes = re.findall(r'# \\[/DEF:\\w+:\\w+\\]', content)\n total_defs += len(defs)\n total_closes += len(closes)\n \n # Check for C5 without RATIONALE\n c5_blocks = re.findall(r'# @COMPLEXITY: 5.*?(?=# \\[/DEF)', content, re.DOTALL)\n for block in c5_blocks:\n if '@RATIONALE' not in block:\n c5_without_rationale += 1\n \n # Check for C1 with forbidden tags\n c1_blocks = re.findall(r'# @COMPLEXITY: 1.*?(?=# \\[/DEF)', content, re.DOTALL)\n for block in c1_blocks:\n if '@PURPOSE' in block or '@BRIEF' in block or '@RELATION' in block:\n c1_with_extra += 1\n\nprint(json.dumps({\n 'total_def_anchors': total_defs,\n 'total_close_anchors': total_closes,\n 'mismatched': total_defs - total_closes,\n 'remaining_c5_no_rationale': c5_without_rationale,\n 'remaining_c1_with_extra': c1_with_extra,\n}, indent=2))\n\"\n","timeout_seconds":10}} -{"timestamp":1778604993.905,"event_type":"belief_reason","component":"Axiom:Services:Artifact:RunWorkspaceCommand","data":{"depth":1,"extra":{"command":"cd /home/busya/dev/ss-tools && python3 -c \"\nimport re, os, json\n\n# Count anchors and check structure in key files\nfiles = [\n 'backend/src/app.py',\n 'backend/src/dependencies.py',\n 'backend/src/models/auth.py',\n 'backend/src/models/config.py',\n 'backend/src/models/task.py',\n 'backend/src/services/resource_service.py',\n 'backend/src/services/mapping_service.py',\n 'backend/src/services/health_service.py',\n 'backend/src/services/__init__.py',\n]\n\ntotal_defs = 0\ntotal_closes = 0\nc5_without_rationale = 0\nc1_with_extra = 0\nc3_with_prepost = 0\n\nfor f in files:\n path = os.path.join('/home/busya/dev/ss-tools', f)\n if not os.path.exists(path):\n continue\n with open(path) as fh:\n content = fh.read()\n defs = re.findall(r'# \\[DEF:\\w+:\\w+\\]', content)\n closes = re.findall(r'# \\[/DEF:\\w+:\\w+\\]', content)\n total_defs += len(defs)\n total_closes += len(closes)\n \n # Check for C5 without RATIONALE\n c5_blocks = re.findall(r'# @COMPLEXITY: 5.*?(?=# \\[/DEF)', content, re.DOTALL)\n for block in c5_blocks:\n if '@RATIONALE' not in block:\n c5_without_rationale += 1\n \n # Check for C1 with forbidden tags\n c1_blocks = re.findall(r'# @COMPLEXITY: 1.*?(?=# \\[/DEF)', content, re.DOTALL)\n for block in c1_blocks:\n if '@PURPOSE' in block or '@BRIEF' in block or '@RELATION' in block:\n c1_with_extra += 1\n\nprint(json.dumps({\n 'total_def_anchors': total_defs,\n 'total_close_anchors': total_closes,\n 'mismatched': total_defs - total_closes,\n 'remaining_c5_no_rationale': c5_without_rationale,\n 'remaining_c1_with_extra': c1_with_extra,\n}, indent=2))\n\"\n","timeout_seconds":10},"message":"Executing a read-only workspace command inside the project root."}} -{"recorded_at":"2026-05-12T16:56:34.053115878Z","anchor_id":"Axiom:Services:Artifact:RunWorkspaceCommand","marker":"reflect","message":"Workspace command completed and output was bounded for transport.","depth":1,"extra":{"exit_code":0,"stderr_truncated":false,"stdout_truncated":false}} -{"timestamp":1778604994.053,"event_type":"belief_reflect","component":"Axiom:Services:Artifact:RunWorkspaceCommand","data":{"depth":1,"extra":{"exit_code":0,"stderr_truncated":false,"stdout_truncated":false},"message":"Workspace command completed and output was bounded for transport."}} -{"recorded_at":"2026-05-12T16:56:41.528315203Z","anchor_id":"Axiom:Services:Artifact:RunWorkspaceCommand","marker":"reason","message":"Executing a read-only workspace command inside the project root.","depth":1,"extra":{"command":"cd /home/busya/dev/ss-tools && python3 -c \"\nimport re, os\n\n# Check region-format files too and measure file sizes\nextra_files = [\n 'backend/src/plugins/translate/plugin.py',\n 'backend/src/plugins/translate/orchestrator.py',\n 'backend/src/models/translate.py',\n]\n\nall_files_master = [\n 'backend/src/app.py',\n 'backend/src/dependencies.py',\n 'backend/src/models/auth.py',\n 'backend/src/models/config.py',\n 'backend/src/models/task.py',\n 'backend/src/services/resource_service.py',\n 'backend/src/services/mapping_service.py',\n 'backend/src/services/health_service.py',\n 'backend/src/services/__init__.py',\n 'backend/src/__init__.py',\n 'backend/src/models/__init__.py',\n 'backend/src/plugins/translate/plugin.py',\n 'backend/src/plugins/translate/orchestrator.py',\n 'backend/src/models/translate.py',\n]\n\nprint('=== File Size Check (< 400 LOC rule) ===')\nfor f in all_files_master:\n path = os.path.join('/home/busya/dev/ss-tools', f)\n if not os.path.exists(path):\n continue\n with open(path) as fh:\n lines = len(fh.readlines())\n status = 'OK' if lines <= 400 else 'OVER'\n print(f'{status:4s} {lines:3d}L {f}')\n\nprint()\nprint('=== Region-format file check ===')\nfor f in extra_files:\n path = os.path.join('/home/busya/dev/ss-tools', f)\n if not os.path.exists(path):\n continue\n with open(path) as fh:\n content = fh.read()\n opens = len(re.findall(r'#region\\s+\\w+', content))\n closes = len(re.findall(r'#endregion\\s+\\w+', content))\n match = 'OK' if opens == closes else 'MISMATCH'\n print(f'{match:8s} opens={opens} closes={closes} {f}')\n\"\n","timeout_seconds":10}} -{"timestamp":1778605001.528,"event_type":"belief_reason","component":"Axiom:Services:Artifact:RunWorkspaceCommand","data":{"depth":1,"extra":{"command":"cd /home/busya/dev/ss-tools && python3 -c \"\nimport re, os\n\n# Check region-format files too and measure file sizes\nextra_files = [\n 'backend/src/plugins/translate/plugin.py',\n 'backend/src/plugins/translate/orchestrator.py',\n 'backend/src/models/translate.py',\n]\n\nall_files_master = [\n 'backend/src/app.py',\n 'backend/src/dependencies.py',\n 'backend/src/models/auth.py',\n 'backend/src/models/config.py',\n 'backend/src/models/task.py',\n 'backend/src/services/resource_service.py',\n 'backend/src/services/mapping_service.py',\n 'backend/src/services/health_service.py',\n 'backend/src/services/__init__.py',\n 'backend/src/__init__.py',\n 'backend/src/models/__init__.py',\n 'backend/src/plugins/translate/plugin.py',\n 'backend/src/plugins/translate/orchestrator.py',\n 'backend/src/models/translate.py',\n]\n\nprint('=== File Size Check (< 400 LOC rule) ===')\nfor f in all_files_master:\n path = os.path.join('/home/busya/dev/ss-tools', f)\n if not os.path.exists(path):\n continue\n with open(path) as fh:\n lines = len(fh.readlines())\n status = 'OK' if lines <= 400 else 'OVER'\n print(f'{status:4s} {lines:3d}L {f}')\n\nprint()\nprint('=== Region-format file check ===')\nfor f in extra_files:\n path = os.path.join('/home/busya/dev/ss-tools', f)\n if not os.path.exists(path):\n continue\n with open(path) as fh:\n content = fh.read()\n opens = len(re.findall(r'#region\\s+\\w+', content))\n closes = len(re.findall(r'#endregion\\s+\\w+', content))\n match = 'OK' if opens == closes else 'MISMATCH'\n print(f'{match:8s} opens={opens} closes={closes} {f}')\n\"\n","timeout_seconds":10},"message":"Executing a read-only workspace command inside the project root."}} -{"recorded_at":"2026-05-12T16:56:41.676534610Z","anchor_id":"Axiom:Services:Artifact:RunWorkspaceCommand","marker":"reflect","message":"Workspace command completed and output was bounded for transport.","depth":1,"extra":{"exit_code":0,"stderr_truncated":false,"stdout_truncated":false}} -{"timestamp":1778605001.676,"event_type":"belief_reflect","component":"Axiom:Services:Artifact:RunWorkspaceCommand","data":{"depth":1,"extra":{"exit_code":0,"stderr_truncated":false,"stdout_truncated":false},"message":"Workspace command completed and output was bounded for transport."}} -{"recorded_at":"2026-05-12T16:56:55.415592910Z","anchor_id":"Axiom:Services:Artifact:RunWorkspaceCommand","marker":"reason","message":"Executing a read-only workspace command inside the project root.","depth":1,"extra":{"command":"cd /home/busya/dev/ss-tools && python3 -c \"\nimport os\n\n# Summary stats\nfiles_fixed = [\n 'backend/src/app.py',\n 'backend/src/dependencies.py',\n 'backend/src/models/auth.py',\n 'backend/src/models/config.py',\n 'backend/src/models/task.py',\n 'backend/src/services/resource_service.py',\n 'backend/src/services/mapping_service.py',\n 'backend/src/services/health_service.py',\n]\n\ntotal_lines_before = 0\ntotal_lines_after = 0\nfor f in files_fixed:\n path = os.path.join('/home/busya/dev/ss-tools', f)\n if os.path.exists(path):\n with open(path) as fh:\n total_lines_after += len(fh.readlines())\n\nprint(f'Files audited: {len(files_fixed)}')\nprint(f'Total lines (fixed files): {total_lines_after}')\nprint()\nprint('=== File sizes post-fix ===')\nfor f in files_fixed:\n path = os.path.join('/home/busya/dev/ss-tools', f)\n if os.path.exists(path):\n with open(path) as fh:\n lines = len(fh.readlines())\n ok = 'OK' if lines <= 400 else 'OVER'\n print(f' {ok:4s} {lines:3d}L {f}')\n\"\n","timeout_seconds":10}} -{"timestamp":1778605015.415,"event_type":"belief_reason","component":"Axiom:Services:Artifact:RunWorkspaceCommand","data":{"depth":1,"extra":{"command":"cd /home/busya/dev/ss-tools && python3 -c \"\nimport os\n\n# Summary stats\nfiles_fixed = [\n 'backend/src/app.py',\n 'backend/src/dependencies.py',\n 'backend/src/models/auth.py',\n 'backend/src/models/config.py',\n 'backend/src/models/task.py',\n 'backend/src/services/resource_service.py',\n 'backend/src/services/mapping_service.py',\n 'backend/src/services/health_service.py',\n]\n\ntotal_lines_before = 0\ntotal_lines_after = 0\nfor f in files_fixed:\n path = os.path.join('/home/busya/dev/ss-tools', f)\n if os.path.exists(path):\n with open(path) as fh:\n total_lines_after += len(fh.readlines())\n\nprint(f'Files audited: {len(files_fixed)}')\nprint(f'Total lines (fixed files): {total_lines_after}')\nprint()\nprint('=== File sizes post-fix ===')\nfor f in files_fixed:\n path = os.path.join('/home/busya/dev/ss-tools', f)\n if os.path.exists(path):\n with open(path) as fh:\n lines = len(fh.readlines())\n ok = 'OK' if lines <= 400 else 'OVER'\n print(f' {ok:4s} {lines:3d}L {f}')\n\"\n","timeout_seconds":10},"message":"Executing a read-only workspace command inside the project root."}} -{"recorded_at":"2026-05-12T16:56:55.567948460Z","anchor_id":"Axiom:Services:Artifact:RunWorkspaceCommand","marker":"reflect","message":"Workspace command completed and output was bounded for transport.","depth":1,"extra":{"exit_code":0,"stderr_truncated":false,"stdout_truncated":false}} -{"timestamp":1778605015.567,"event_type":"belief_reflect","component":"Axiom:Services:Artifact:RunWorkspaceCommand","data":{"depth":1,"extra":{"exit_code":0,"stderr_truncated":false,"stdout_truncated":false},"message":"Workspace command completed and output was bounded for transport."}} -{"recorded_at":"2026-05-13T09:07:59.576515871Z","anchor_id":"Axiom:Services:Artifact:RunWorkspaceCommand","marker":"reflect","message":"Workspace command completed and output was bounded for transport.","depth":1,"extra":{"exit_code":0,"stderr_truncated":false,"stdout_truncated":false}} -{"timestamp":1778663279.576,"event_type":"belief_reflect","component":"Axiom:Services:Artifact:RunWorkspaceCommand","data":{"depth":1,"extra":{"exit_code":0,"stderr_truncated":false,"stdout_truncated":false},"message":"Workspace command completed and output was bounded for transport."}} -{"recorded_at":"2026-05-13T09:08:28.045913295Z","anchor_id":"Axiom:Services:Artifact:CreateWorkspaceFile","marker":"reason","message":"Creating or updating a workspace file after policy checks passed.","depth":1,"extra":{"overwrite":true,"path":"scripts/gen_semantics.py"}} -{"timestamp":1778663308.045,"event_type":"belief_reason","component":"Axiom:Services:Artifact:CreateWorkspaceFile","data":{"depth":1,"extra":{"overwrite":true,"path":"scripts/gen_semantics.py"},"message":"Creating or updating a workspace file after policy checks passed."}} -{"recorded_at":"2026-05-13T09:08:28.045981593Z","anchor_id":"Axiom:Services:Checkpoint:CreateCheckpoint","marker":"reason","message":"Capturing rollback state before a workspace mutation.","depth":2,"extra":{"path_count":1,"reason":"create/update scripts/gen_semantics.py"}} -{"timestamp":1778663308.045,"event_type":"belief_reason","component":"Axiom:Services:Checkpoint:CreateCheckpoint","data":{"depth":2,"extra":{"path_count":1,"reason":"create/update scripts/gen_semantics.py"},"message":"Capturing rollback state before a workspace mutation."}} -{"recorded_at":"2026-05-13T09:08:28.046247691Z","anchor_id":"Axiom:Services:Checkpoint:CreateCheckpoint","marker":"reflect","message":"Checkpoint manifest persisted for future rollback.","depth":2,"extra":{"affected_paths":1,"checkpoint_id":"87550292-1dc0-475e-af40-e6b445ef12d4"}} -{"timestamp":1778663308.046,"event_type":"belief_reflect","component":"Axiom:Services:Checkpoint:CreateCheckpoint","data":{"depth":2,"extra":{"affected_paths":1,"checkpoint_id":"87550292-1dc0-475e-af40-e6b445ef12d4"},"message":"Checkpoint manifest persisted for future rollback."}} -{"recorded_at":"2026-05-13T09:08:28.048081611Z","anchor_id":"Axiom:Services:Artifact:CreateWorkspaceFile","marker":"reflect","message":"Workspace file persisted behind a checkpoint.","depth":1,"extra":{"checkpoint_id":"87550292-1dc0-475e-af40-e6b445ef12d4","path":"scripts/gen_semantics.py"}} -{"timestamp":1778663308.048,"event_type":"belief_reflect","component":"Axiom:Services:Artifact:CreateWorkspaceFile","data":{"depth":1,"extra":{"checkpoint_id":"87550292-1dc0-475e-af40-e6b445ef12d4","path":"scripts/gen_semantics.py"},"message":"Workspace file persisted behind a checkpoint."}} -{"recorded_at":"2026-05-13T09:08:32.413903781Z","anchor_id":"Axiom:Services:Artifact:RunWorkspaceCommand","marker":"reason","message":"Executing a read-only workspace command inside the project root.","depth":1,"extra":{"command":"cd /home/busya/dev/ss-tools && python3 scripts/gen_semantics.py","timeout_seconds":300}} -{"timestamp":1778663312.413,"event_type":"belief_reason","component":"Axiom:Services:Artifact:RunWorkspaceCommand","data":{"depth":1,"extra":{"command":"cd /home/busya/dev/ss-tools && python3 scripts/gen_semantics.py","timeout_seconds":300},"message":"Executing a read-only workspace command inside the project root."}} -{"recorded_at":"2026-05-13T09:08:33.081822305Z","anchor_id":"Axiom:Services:Artifact:RunWorkspaceCommand","marker":"reflect","message":"Workspace command completed and output was bounded for transport.","depth":1,"extra":{"exit_code":0,"stderr_truncated":false,"stdout_truncated":false}} -{"timestamp":1778663313.081,"event_type":"belief_reflect","component":"Axiom:Services:Artifact:RunWorkspaceCommand","data":{"depth":1,"extra":{"exit_code":0,"stderr_truncated":false,"stdout_truncated":false},"message":"Workspace command completed and output was bounded for transport."}} -{"recorded_at":"2026-05-13T09:08:42.226084249Z","anchor_id":"Axiom:Services:Artifact:RunWorkspaceCommand","marker":"reason","message":"Executing a read-only workspace command inside the project root.","depth":1,"extra":{"command":"cd /home/busya/dev/ss-tools && echo \"=== BACKEND SAMPLES ===\" && for f in backend/src/services/clean_release/facade.py backend/src/plugins/git/llm_extension.py backend/src/plugins/translate/__init__.py backend/src/models/git.py backend/src/core/scheduler.py backend/src/api/routes/storage.py; do echo \"--- $f ---\" && head -1 \"$f\" && echo; done","timeout_seconds":60}} -{"timestamp":1778663322.226,"event_type":"belief_reason","component":"Axiom:Services:Artifact:RunWorkspaceCommand","data":{"depth":1,"extra":{"command":"cd /home/busya/dev/ss-tools && echo \"=== BACKEND SAMPLES ===\" && for f in backend/src/services/clean_release/facade.py backend/src/plugins/git/llm_extension.py backend/src/plugins/translate/__init__.py backend/src/models/git.py backend/src/core/scheduler.py backend/src/api/routes/storage.py; do echo \"--- $f ---\" && head -1 \"$f\" && echo; done","timeout_seconds":60},"message":"Executing a read-only workspace command inside the project root."}} -{"recorded_at":"2026-05-13T09:08:42.378442209Z","anchor_id":"Axiom:Services:Artifact:RunWorkspaceCommand","marker":"reflect","message":"Workspace command completed and output was bounded for transport.","depth":1,"extra":{"exit_code":0,"stderr_truncated":false,"stdout_truncated":false}} -{"timestamp":1778663322.378,"event_type":"belief_reflect","component":"Axiom:Services:Artifact:RunWorkspaceCommand","data":{"depth":1,"extra":{"exit_code":0,"stderr_truncated":false,"stdout_truncated":false},"message":"Workspace command completed and output was bounded for transport."}} -{"recorded_at":"2026-05-13T09:08:43.259637532Z","anchor_id":"Axiom:Services:Artifact:RunWorkspaceCommand","marker":"reason","message":"Executing a read-only workspace command inside the project root.","depth":1,"extra":{"command":"cd /home/busya/dev/ss-tools && echo \"=== FRONTEND SAMPLES ===\" && for f in frontend/src/services/storageService.js frontend/src/lib/stores/datasetReviewSession.js frontend/src/routes/migration/+page.svelte frontend/src/lib/auth/store.ts frontend/src/lib/i18n/index.ts frontend/src/routes/dashboards/+page.svelte; do echo \"--- $f ---\" && head -1 \"$f\" && echo; done","timeout_seconds":60}} -{"timestamp":1778663323.259,"event_type":"belief_reason","component":"Axiom:Services:Artifact:RunWorkspaceCommand","data":{"depth":1,"extra":{"command":"cd /home/busya/dev/ss-tools && echo \"=== FRONTEND SAMPLES ===\" && for f in frontend/src/services/storageService.js frontend/src/lib/stores/datasetReviewSession.js frontend/src/routes/migration/+page.svelte frontend/src/lib/auth/store.ts frontend/src/lib/i18n/index.ts frontend/src/routes/dashboards/+page.svelte; do echo \"--- $f ---\" && head -1 \"$f\" && echo; done","timeout_seconds":60},"message":"Executing a read-only workspace command inside the project root."}} -{"recorded_at":"2026-05-13T09:08:43.414346219Z","anchor_id":"Axiom:Services:Artifact:RunWorkspaceCommand","marker":"reflect","message":"Workspace command completed and output was bounded for transport.","depth":1,"extra":{"exit_code":0,"stderr_truncated":false,"stdout_truncated":false}} -{"timestamp":1778663323.414,"event_type":"belief_reflect","component":"Axiom:Services:Artifact:RunWorkspaceCommand","data":{"depth":1,"extra":{"exit_code":0,"stderr_truncated":false,"stdout_truncated":false},"message":"Workspace command completed and output was bounded for transport."}} -{"recorded_at":"2026-05-13T09:08:53.670327707Z","anchor_id":"Axiom:Services:Artifact:RunWorkspaceCommand","marker":"reason","message":"Executing a read-only workspace command inside the project root.","depth":1,"extra":{"command":"cd /home/busya/dev/ss-tools && head -3 backend/src/services/clean_release/facade.py && echo \"---\" && head -3 backend/src/plugins/translate/__init__.py && echo \"---\" && head -3 backend/src/plugins/git/llm_extension.py","timeout_seconds":60}} -{"timestamp":1778663333.67,"event_type":"belief_reason","component":"Axiom:Services:Artifact:RunWorkspaceCommand","data":{"depth":1,"extra":{"command":"cd /home/busya/dev/ss-tools && head -3 backend/src/services/clean_release/facade.py && echo \"---\" && head -3 backend/src/plugins/translate/__init__.py && echo \"---\" && head -3 backend/src/plugins/git/llm_extension.py","timeout_seconds":60},"message":"Executing a read-only workspace command inside the project root."}} -{"recorded_at":"2026-05-13T09:08:53.829312868Z","anchor_id":"Axiom:Services:Artifact:RunWorkspaceCommand","marker":"reflect","message":"Workspace command completed and output was bounded for transport.","depth":1,"extra":{"exit_code":0,"stderr_truncated":false,"stdout_truncated":false}} 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a/frontend/src/routes/translate/dictionaries/[id]/+page.svelte +++ b/frontend/src/routes/translate/dictionaries/[id]/+page.svelte @@ -72,7 +72,7 @@ async function loadDictionary() { state = 'loading'; try { - dictionary = await dictionaryApi.fetchDictionary(dictionaryId); + dictionary = await dictionaryApi.getDictionary(dictionaryId); await loadEntries(); state = 'editing'; } catch (e) { @@ -83,7 +83,7 @@ async function loadEntries() { try { - const res = await dictionaryApi.fetchDictionaryEntries(dictionaryId, { + const res = await dictionaryApi.fetchEntries(dictionaryId, { page: entryPage, page_size: entryPageSize, }); @@ -109,7 +109,7 @@ isAdding = true; state = 'saving'; try { - await dictionaryApi.addEntry(dictionaryId, addForm); + await dictionaryApi.createEntry(dictionaryId, addForm); addToast(_('translate.dictionaries.entry_added'), 'success'); showAddForm = false; addForm = { source_term: '', target_term: '', context_notes: '' }; @@ -143,7 +143,7 @@ } state = 'saving'; try { - await dictionaryApi.editEntry(dictionaryId, editEntryId, editForm); + await dictionaryApi.updateEntry(dictionaryId, editEntryId, editForm); addToast(_('translate.dictionaries.entry_updated'), 'success'); editEntryId = null; editForm = { source_term: '', target_term: '', context_notes: '' }; @@ -206,7 +206,7 @@ } isImporting = true; try { - const res = await dictionaryApi.importDictionary(dictionaryId, { + const res = await dictionaryApi.importEntries(dictionaryId, { content: importContent, delimiter: importDelimiter || null, on_conflict: importOnConflict, @@ -225,7 +225,7 @@ async function handleExecuteImport() { isImporting = true; try { - const res = await dictionaryApi.importDictionary(dictionaryId, { + const res = await dictionaryApi.importEntries(dictionaryId, { content: importContent, delimiter: importDelimiter || null, on_conflict: importOnConflict, diff --git a/specs/028-llm-datasource-supeset/tasks.md b/specs/028-llm-datasource-supeset/tasks.md index 8492f424..5c735cdc 100644 --- a/specs/028-llm-datasource-supeset/tasks.md +++ b/specs/028-llm-datasource-supeset/tasks.md @@ -20,8 +20,8 @@ **Purpose**: Create plugin directory structure and register the new route module in the lazy-import registry. -- [ ] T001 Create translation plugin directory structure: `backend/src/plugins/translate/__init__.py`, `backend/src/plugins/translate/plugin.py` (empty skeleton), plus `backend/src/plugins/translate/__tests__/__init__.py` -- [ ] T002 Register `translate` route module in `backend/src/api/routes/__init__.py` — add `"translate"` to `__all__` list inside `[DEF:Route_Group_Contracts:Block]` +- [x] T001 Create translation plugin directory structure: `backend/src/plugins/translate/__init__.py`, `backend/src/plugins/translate/plugin.py` (empty skeleton), plus `backend/src/plugins/translate/__tests__/__init__.py` +- [x] T002 Register `translate` route module in `backend/src/api/routes/__init__.py` — add `"translate"` to `__all__` list inside `[DEF:Route_Group_Contracts:Block]` --- @@ -33,24 +33,24 @@ ### ORM Models -- [ ] T003 [P] Create all SQLAlchemy ORM models in `backend/src/models/translate.py`: `TranslationJob`, `TranslationRun`, `TranslationBatch`, `TranslationRecord`, `TranslationEvent`, `TranslationPreviewSession`, `TranslationPreviewRecord`, `TerminologyDictionary`, `DictionaryEntry`, `TranslationSchedule`, `TranslationJobDictionary`, `MetricSnapshot`. Follow patterns from `backend/src/models/llm.py` (UUID PKs, `generate_uuid`, `Base` inheritance, JSON columns, `UniqueConstraint`, indexes, timezone-aware DateTime with callable defaults). Include `source_term_normalized` column on `DictionaryEntry` with unique constraint for case-insensitive matching. -- [ ] T004 [P] Create Pydantic v2 request/response schemas in `backend/src/schemas/translate.py`: `TranslateJobCreate`, `TranslateJobUpdate`, `TranslateJobResponse`, `DictionaryCreate`, `DictionaryImport`, `DictionaryResponse`, `TermCorrectionSubmit`, `ScheduleConfig`, `TranslationRunResponse`, `TranslationPreviewResponse` (with `PreviewRow`), `MetricsResponse`. Follow existing `backend/src/schemas/` patterns (use `BaseModel`, `Field` with defaults/validation) +- [x] T003 [P] Create all SQLAlchemy ORM models in `backend/src/models/translate.py`: `TranslationJob`, `TranslationRun`, `TranslationBatch`, `TranslationRecord`, `TranslationEvent`, `TranslationPreviewSession`, `TranslationPreviewRecord`, `TerminologyDictionary`, `DictionaryEntry`, `TranslationSchedule`, `TranslationJobDictionary`, `MetricSnapshot`. Follow patterns from `backend/src/models/llm.py` (UUID PKs, `generate_uuid`, `Base` inheritance, JSON columns, `UniqueConstraint`, indexes, timezone-aware DateTime with callable defaults). Include `source_term_normalized` column on `DictionaryEntry` with unique constraint for case-insensitive matching. +- [x] T004 [P] Create Pydantic v2 request/response schemas in `backend/src/schemas/translate.py`: `TranslateJobCreate`, `TranslateJobUpdate`, `TranslateJobResponse`, `DictionaryCreate`, `DictionaryImport`, `DictionaryResponse`, `TermCorrectionSubmit`, `ScheduleConfig`, `TranslationRunResponse`, `TranslationPreviewResponse` (with `PreviewRow`), `MetricsResponse`. Follow existing `backend/src/schemas/` patterns (use `BaseModel`, `Field` with defaults/validation) ### Plugin Skeleton -- [ ] T005 Create `TranslatePlugin` class in `backend/src/plugins/translate/plugin.py` inheriting from `PluginBase`. Implement `id`, `name`, `description` properties. Wire `@RELATION INHERITS -> [PluginBase:Class]` in contract header. (RATIONALE: separate plugin avoids bloating `LLMAnalysisPlugin` beyond fractal limit; REJECTED: extending LLMAnalysisPlugin would conflate domains) +- [x] T005 Create `TranslatePlugin` class in `backend/src/plugins/translate/plugin.py` inheriting from `PluginBase`. Implement `id`, `name`, `description` properties. Wire `@RELATION INHERITS -> [PluginBase:Class]` in contract header. (RATIONALE: separate plugin avoids bloating `LLMAnalysisPlugin` beyond fractal limit; REJECTED: extending LLMAnalysisPlugin would conflate domains) ### Route Skeleton -- [ ] T006 Create `backend/src/api/routes/translate.py` with FastAPI `APIRouter` (prefix=`/api/translate`, tags=`["translate"]`). Define all endpoint stubs with `pass` bodies for now: CRUD jobs, CRUD dictionaries, preview trigger, run trigger, retry, schedule CRUD, run history, metrics, correction submission, dictionary import. Attach `Depends(require_permission(...))` annotations. Register router in `backend/src/app.py` alongside existing routers. +- [x] T006 Create `backend/src/api/routes/translate.py` with FastAPI `APIRouter` (prefix=`/api/translate`, tags=`["translate"]`). Define all endpoint stubs with `pass` bodies for now: CRUD jobs, CRUD dictionaries, preview trigger, run trigger, retry, schedule CRUD, run history, metrics, correction submission, dictionary import. Attach `Depends(require_permission(...))` annotations. Register router in `backend/src/app.py` alongside existing routers. ### Database Migration -- [ ] T007 Generate Alembic migration for all `translate_*` tables: `translation_jobs`, `translation_runs`, `translation_records`, `translation_events`, `terminology_dictionaries`, `dictionary_entries`, `translation_schedules`, `translation_job_dictionaries`. Run `cd backend && alembic revision --autogenerate -m "add translation tables"` and `alembic upgrade head`. +- [x] T007 Generate Alembic migration for all `translate_*` tables: `translation_jobs`, `translation_runs`, `translation_records`, `translation_events`, `terminology_dictionaries`, `dictionary_entries`, `translation_schedules`, `translation_job_dictionaries`. Run `cd backend && alembic revision --autogenerate -m "add translation tables"` and `alembic upgrade head`. ### RBAC Registration -- [ ] T008 Register 13 permission strings in the RBAC seed/permission store: `translate.job.view`, `translate.job.create`, `translate.job.edit`, `translate.job.delete`, `translate.job.execute`, `translate.dictionary.view`, `translate.dictionary.create`, `translate.dictionary.edit`, `translate.dictionary.delete`, `translate.schedule.view`, `translate.schedule.manage`, `translate.history.view`, `translate.metrics.view`. Ensure admin role gets all; analyst role gets `translate.job.view`, `translate.job.execute`, `translate.dictionary.view`, `translate.history.view`. Update role seeding script if needed. +- [x] T008 Register 13 permission strings in the RBAC seed/permission store: `translate.job.view`, `translate.job.create`, `translate.job.edit`, `translate.job.delete`, `translate.job.execute`, `translate.dictionary.view`, `translate.dictionary.create`, `translate.dictionary.edit`, `translate.dictionary.delete`, `translate.schedule.view`, `translate.schedule.manage`, `translate.history.view`, `translate.metrics.view`. Ensure admin role gets all; analyst role gets `translate.job.view`, `translate.job.execute`, `translate.dictionary.view`, `translate.history.view`. Update role seeding script if needed. **Checkpoint**: Foundation ready — models, schemas, plugin, routes, migration, and RBAC all in place. User story implementation can now begin. @@ -64,20 +64,20 @@ ### Backend — Job CRUD -- [ ] T009 [P] [US1] Implement job CRUD service in `backend/src/plugins/translate/plugin.py` as methods on the `TranslatePlugin` class: `create_job()`, `update_job()`, `delete_job()`, `get_job()`, `list_jobs()`, `duplicate_job()`. Validate column existence via `SupersetClient` on create/update (FR-001, FR-002, FR-006). Enforce composite key support (FR-004). Detect virtual columns and warn (US1 acceptance scenario 5). -- [ ] T010 [US1] Implement `/api/translate/jobs` endpoints in `backend/src/api/routes/translate.py`: `POST /` (create), `GET /` (list), `GET /{job_id}` (get), `PUT /{job_id}` (update), `DELETE /{job_id}` (delete), `POST /{job_id}/duplicate` (duplicate — FR-021). Inject `Depends(require_permission("translate.job.*"))` per operation. -- [ ] T011 [US1] Implement `/api/translate/datasources/{datasource_id}/columns` endpoint that queries Superset for column metadata (name, type, is_physical flag) and the database dialect (backend/engine) from the connection configuration. Returns column list AND `database_dialect` field for the frontend. Cache dialect on `TranslationJob.database_dialect` at save time. Reject unsupported dialects at configuration time (FR-002, dialect detection). +- [x] T009 [P] [US1] Implement job CRUD service in `backend/src/plugins/translate/plugin.py` as methods on the `TranslatePlugin` class: `create_job()`, `update_job()`, `delete_job()`, `get_job()`, `list_jobs()`, `duplicate_job()`. Validate column existence via `SupersetClient` on create/update (FR-001, FR-002, FR-006). Enforce composite key support (FR-004). Detect virtual columns and warn (US1 acceptance scenario 5). +- [x] T010 [US1] Implement `/api/translate/jobs` endpoints in `backend/src/api/routes/translate.py`: `POST /` (create), `GET /` (list), `GET /{job_id}` (get), `PUT /{job_id}` (update), `DELETE /{job_id}` (delete), `POST /{job_id}/duplicate` (duplicate — FR-021). Inject `Depends(require_permission("translate.job.*"))` per operation. +- [x] T011 [US1] Implement `/api/translate/datasources/{datasource_id}/columns` endpoint that queries Superset for column metadata (name, type, is_physical flag) and the database dialect (backend/engine) from the connection configuration. Returns column list AND `database_dialect` field for the frontend. Cache dialect on `TranslationJob.database_dialect` at save time. Reject unsupported dialects at configuration time (FR-002, dialect detection). ### Frontend — Job Config UI -- [ ] T012 [P] [US1] Create `TranslateApiClient` module in `frontend/src/lib/api/translate.js`: `fetchJobs()`, `createJob()`, `updateJob()`, `deleteJob()`, `duplicateJob()`, `fetchDatasourceColumns()`. Use existing `requestApi`/`fetchApi` wrapper pattern. -- [ ] T013 [US1] Create `TranslationJobList` SvelteKit page in `frontend/src/routes/translate/+page.svelte`: list all jobs with name, datasource, status/schedule indicators, create button, duplicate action. `@UX_STATE`: idle, loading, empty, populated, error. -- [ ] T014 [US1] Create `TranslationJobConfig` SvelteKit page in `frontend/src/routes/translate/[id]/+page.svelte`: datasource dropdown → column selectors (translation column, context columns, key columns with [+ Add key] for composite), target table/column inputs, LLM provider selector, target language, batch size, prompt template editor, dictionary attachment (multi-select with priority ordering). `@UX_STATE`: idle, loading, configured, saving, validation_error, datasource_unavailable. `@UX_REACTIVITY`: column list `$derived` from datasource selection. +- [x] T012 [P] [US1] Create `TranslateApiClient` module in `frontend/src/lib/api/translate.js`: `fetchJobs()`, `createJob()`, `updateJob()`, `deleteJob()`, `duplicateJob()`, `fetchDatasourceColumns()`. Use existing `requestApi`/`fetchApi` wrapper pattern. +- [x] T013 [US1] Create `TranslationJobList` SvelteKit page in `frontend/src/routes/translate/+page.svelte`: list all jobs with name, datasource, status/schedule indicators, create button, duplicate action. `@UX_STATE`: idle, loading, empty, populated, error. +- [x] T014 [US1] Create `TranslationJobConfig` SvelteKit page in `frontend/src/routes/translate/[id]/+page.svelte`: datasource dropdown → column selectors (translation column, context columns, key columns with [+ Add key] for composite), target table/column inputs, LLM provider selector, target language, batch size, prompt template editor, dictionary attachment (multi-select with priority ordering). `@UX_STATE`: idle, loading, configured, saving, validation_error, datasource_unavailable. `@UX_REACTIVITY`: column list `$derived` from datasource selection. ### Verification — US1 -- [ ] T015 [US1] Write pytest integration tests for job CRUD API in `backend/tests/test_translate_jobs.py`: test create with valid config, create with missing translation column (expect 422), create with virtual key column (expect warning), update job, delete job, duplicate job. Mock `SupersetClient` for column metadata. -- [ ] T016 [US1] Verify US1 acceptance scenarios against `specs/028-llm-datasource-supeset/spec.md` User Story 1 (5 scenarios). Run `cd backend && pytest backend/tests/test_translate_jobs.py -v`. +- [x] T015 [US1] Write pytest integration tests for job CRUD API in `backend/tests/test_translate_jobs.py`: test create with valid config, create with missing translation column (expect 422), create with virtual key column (expect warning), update job, delete job, duplicate job. Mock `SupersetClient` for column metadata. +- [x] T016 [US1] Verify US1 acceptance scenarios against `specs/028-llm-datasource-supeset/spec.md` User Story 1 (5 scenarios). Run `cd backend && pytest backend/tests/test_translate_jobs.py -v`. **Checkpoint**: Job CRUD fully functional — user can create, edit, list, and duplicate translation jobs with validated column mappings. @@ -91,21 +91,21 @@ ### Backend — Dictionary CRUD + Import -- [ ] T017 [P] [US5] Implement `DictionaryManager` class in `backend/src/plugins/translate/dictionary.py`: `create_dictionary()`, `update_dictionary()`, `delete_dictionary()`, `get_dictionary()`, `list_dictionaries()`, `add_entry()`, `edit_entry()`, `delete_entry()`, `clear_entries()`. Enforce unique `source_term` per dictionary with conflict resolution (FR-026). Prevent deletion if attached to active/scheduled jobs (FR-030). `@COMPLEXITY 4` — instrument with `belief_scope`/`reason`/`reflect` markers at mutation boundaries. (RATIONALE: C4 warranted because dictionary CRUD is stateful and must enforce referential integrity on deletion; REJECTED: pure C3 CRUD without state guards would allow orphaned job-dictionary links) -- [ ] T018 [US5] Implement CSV/TSV import in `DictionaryManager`: parse uploaded content, detect delimiter, create `DictionaryEntry` rows, preview with duplicate detection, return parse errors with line numbers for malformed rows (FR-025). Add `DictionaryImport` schema validation. -- [ ] T019 [US5] Implement `/api/translate/dictionaries` endpoints in `backend/src/api/routes/translate.py`: `POST /` (create), `GET /` (list), `GET /{dict_id}` (get with entries), `PUT /{dict_id}` (update), `DELETE /{dict_id}` (delete — blocked if attached), `POST /{dict_id}/entries` (add entry), `PUT /{dict_id}/entries/{entry_id}` (edit), `DELETE /{dict_id}/entries/{entry_id}` (delete), `POST /{dict_id}/import` (CSV/TSV import with preview). -- [ ] T020 [US5] Implement per-batch dictionary filtering logic in `DictionaryManager.filter_for_batch(source_texts: list[str]) -> list[dict]`: scan batch texts for substrings matching dictionary `source_term` values; return matched entries in priority order across all attached dictionaries (FR-044). This is consumed by US2 (preview) and US3 (executor). +- [x] T017 [P] [US5] Implement `DictionaryManager` class in `backend/src/plugins/translate/dictionary.py`: `create_dictionary()`, `update_dictionary()`, `delete_dictionary()`, `get_dictionary()`, `list_dictionaries()`, `add_entry()`, `edit_entry()`, `delete_entry()`, `clear_entries()`. Enforce unique `source_term` per dictionary with conflict resolution (FR-026). Prevent deletion if attached to active/scheduled jobs (FR-030). `@COMPLEXITY 4` — instrument with `belief_scope`/`reason`/`reflect` markers at mutation boundaries. (RATIONALE: C4 warranted because dictionary CRUD is stateful and must enforce referential integrity on deletion; REJECTED: pure C3 CRUD without state guards would allow orphaned job-dictionary links) +- [x] T018 [US5] Implement CSV/TSV import in `DictionaryManager`: parse uploaded content, detect delimiter, create `DictionaryEntry` rows, preview with duplicate detection, return parse errors with line numbers for malformed rows (FR-025). Add `DictionaryImport` schema validation. +- [x] T019 [US5] Implement `/api/translate/dictionaries` endpoints in `backend/src/api/routes/translate.py`: `POST /` (create), `GET /` (list), `GET /{dict_id}` (get with entries), `PUT /{dict_id}` (update), `DELETE /{dict_id}` (delete — blocked if attached), `POST /{dict_id}/entries` (add entry), `PUT /{dict_id}/entries/{entry_id}` (edit), `DELETE /{dict_id}/entries/{entry_id}` (delete), `POST /{dict_id}/import` (CSV/TSV import with preview). +- [x] T020 [US5] Implement per-batch dictionary filtering logic in `DictionaryManager.filter_for_batch(source_texts: list[str]) -> list[dict]`: scan batch texts for substrings matching dictionary `source_term` values; return matched entries in priority order across all attached dictionaries (FR-044). This is consumed by US2 (preview) and US3 (executor). ### Frontend — Dictionary UI -- [ ] T021 [P] [US5] Add dictionary API methods to `frontend/src/lib/api/translate.js`: `fetchDictionaries()`, `createDictionary()`, `updateDictionary()`, `deleteDictionary()`, `fetchDictionaryEntries()`, `addEntry()`, `editEntry()`, `deleteEntry()`, `importDictionary()`. -- [ ] T022 [US5] Create `DictionaryList` SvelteKit page in `frontend/src/routes/translate/dictionaries/+page.svelte`: list dictionaries with name, language, term count, attached job count, create/delete actions. `@UX_STATE`: idle, loading, empty, populated, delete_blocked. -- [ ] T023 [US5] Create `DictionaryEditor` SvelteKit page in `frontend/src/routes/translate/dictionaries/[id]/+page.svelte`: inline term editor (source_term → target_translation), add/delete rows, CSV/TSV import with conflict preview, export. `@UX_STATE`: idle, loading, editing, importing, import_preview, import_conflict, saving. `@UX_FEEDBACK`: import preview with duplicate flags; toast on save. +- [x] T021 [P] [US5] Add dictionary API methods to `frontend/src/lib/api/translate.js`: `fetchDictionaries()`, `createDictionary()`, `updateDictionary()`, `deleteDictionary()`, `fetchDictionaryEntries()`, `addEntry()`, `editEntry()`, `deleteEntry()`, `importDictionary()`. +- [x] T022 [US5] Create `DictionaryList` SvelteKit page in `frontend/src/routes/translate/dictionaries/+page.svelte`: list dictionaries with name, language, term count, attached job count, create/delete actions. `@UX_STATE`: idle, loading, empty, populated, delete_blocked. +- [x] T023 [US5] Create `DictionaryEditor` SvelteKit page in `frontend/src/routes/translate/dictionaries/[id]/+page.svelte`: inline term editor (source_term → target_translation), add/delete rows, CSV/TSV import with conflict preview, export. `@UX_STATE`: idle, loading, editing, importing, import_preview, import_conflict, saving. `@UX_FEEDBACK`: import preview with duplicate flags; toast on save. ### Verification — US5 -- [ ] T024 [US5] Write pytest tests for DictionaryManager in `backend/src/plugins/translate/__tests__/test_dictionary.py`: test create/update/delete, add entry with duplicate detection (expect conflict), import CSV with valid/invalid rows, delete dictionary blocked by active job, per-batch filtering returns matched terms. -- [ ] T025 [US5] Verify US5 acceptance scenarios against spec User Story 5 (6 scenarios). Run `cd backend && pytest backend/src/plugins/translate/__tests__/test_dictionary.py -v`. +- [x] T024 [US5] Write pytest tests for DictionaryManager in `backend/src/plugins/translate/__tests__/test_dictionary.py`: test create/update/delete, add entry with duplicate detection (expect conflict), import CSV with valid/invalid rows, delete dictionary blocked by active job, per-batch filtering returns matched terms. +- [x] T025 [US5] Verify US5 acceptance scenarios against spec User Story 5 (6 scenarios). Run `cd backend && pytest backend/src/plugins/translate/__tests__/test_dictionary.py -v`. **Checkpoint**: Dictionary management fully functional — CRUD, import, filtering, and job attachment all work. @@ -119,22 +119,22 @@ ### Backend — Preview Engine -- [ ] T026 [US2] Implement `TranslationPreview` class in `backend/src/plugins/translate/preview.py`: `preview_rows(job_id, sample_size)`. Fetch source rows from Superset via `SupersetClient`; construct LLM prompt using `LLMProviderService` + `llm_prompt_templates.render_prompt()` + `DictionaryManager.filter_for_batch()`; call LLM; return `PreviewRow` list. `@COMPLEXITY 4` — instrument with `belief_scope`/`reason`/`reflect` at LLM call boundaries. (RATIONALE: C4 because preview is stateful (approve/edit/reject lifecycle) and calls external LLM API with side effects; REJECTED: making preview purely read-only without approval state would degrade UX by losing user decisions between preview and execution) -- [ ] T027 [US2] Implement token count and cost estimation in preview response: compute estimated tokens from sample → extrapolate to full dataset row count → apply provider pricing → return `estimated_total_rows`, `estimated_tokens`, `estimated_cost` in `TranslationPreviewResponse` (FR-014). -- [ ] T028 [US2] Implement preview quality gate: create persistent `TranslationPreviewSession` and `TranslationPreviewRecord` rows with `config_hash` and `dict_snapshot_hash`. Preview acceptance gates full execution; rejected preview sample rows are excluded from full run. Preview is a quality gate — unseen rows are processed normally in full run. -- [ ] T029 [US2] Implement `/api/translate/jobs/{job_id}/preview` endpoint: `POST` triggers preview, returns preview rows with `status=pending`. Add `PUT /api/translate/jobs/{job_id}/preview/rows/{row_key}` for approve/edit/reject actions. Add `POST /api/translate/jobs/{job_id}/preview/approve-all` for bulk approve. +- [x] T026 [US2] Implement `TranslationPreview` class in `backend/src/plugins/translate/preview.py`: `preview_rows(job_id, sample_size)`. Fetch source rows from Superset via `SupersetClient`; construct LLM prompt using `LLMProviderService` + `llm_prompt_templates.render_prompt()` + `DictionaryManager.filter_for_batch()`; call LLM; return `PreviewRow` list. `@COMPLEXITY 4` — instrument with `belief_scope`/`reason`/`reflect` at LLM call boundaries. (RATIONALE: C4 because preview is stateful (approve/edit/reject lifecycle) and calls external LLM API with side effects; REJECTED: making preview purely read-only without approval state would degrade UX by losing user decisions between preview and execution) +- [x] T027 [US2] Implement token count and cost estimation in preview response: compute estimated tokens from sample → extrapolate to full dataset row count → apply provider pricing → return `estimated_total_rows`, `estimated_tokens`, `estimated_cost` in `TranslationPreviewResponse` (FR-014). +- [x] T028 [US2] Implement preview quality gate: create persistent `TranslationPreviewSession` and `TranslationPreviewRecord` rows with `config_hash` and `dict_snapshot_hash`. Preview acceptance gates full execution; rejected preview sample rows are excluded from full run. Preview is a quality gate — unseen rows are processed normally in full run. +- [x] T029 [US2] Implement `/api/translate/jobs/{job_id}/preview` endpoint: `POST` triggers preview, returns preview rows with `status=pending`. Add `PUT /api/translate/jobs/{job_id}/preview/rows/{row_key}` for approve/edit/reject actions. Add `POST /api/translate/jobs/{job_id}/preview/approve-all` for bulk approve. ### Frontend — Preview UI -- [ ] T030 [P] [US2] Add preview API methods to `frontend/src/lib/api/translate.js`: `fetchPreview()`, `approveRow()`, `editRow()`, `rejectRow()`, `approveAll()`. -- [ ] T031 [US2] Create `TranslationPreview` component in `frontend/src/lib/components/translate/TranslationPreview.svelte`: side-by-side table (source, context, LLM translation), approve/edit/reject buttons per row, bulk approve, cost estimate card before full run, row limit input. `@UX_STATE`: idle, loading, preview_loaded, preview_error, retrying. `@UX_FEEDBACK`: spinner during LLM call; visual distinction for LLM-generated vs user-edited values; cost estimate reactivity. `@UX_RECOVERY`: retry preview button; individual row re-translate. -- [ ] T032 [US2] Integrate `TranslationPreview` into `TranslationJobConfig` page (`frontend/src/routes/translate/[id]/+page.svelte`) as a tab or collapsible section that appears after job is saved. +- [x] T030 [P] [US2] Add preview API methods to `frontend/src/lib/api/translate.js`: `fetchPreview()`, `approveRow()`, `editRow()`, `rejectRow()`, `approveAll()`. +- [x] T031 [US2] Create `TranslationPreview` component in `frontend/src/lib/components/translate/TranslationPreview.svelte`: side-by-side table (source, context, LLM translation), approve/edit/reject buttons per row, bulk approve, cost estimate card before full run, row limit input. `@UX_STATE`: idle, loading, preview_loaded, preview_error, retrying. `@UX_FEEDBACK`: spinner during LLM call; visual distinction for LLM-generated vs user-edited values; cost estimate reactivity. `@UX_RECOVERY`: retry preview button; individual row re-translate. +- [x] T032 [US2] Integrate `TranslationPreview` into `TranslationJobConfig` page (`frontend/src/routes/translate/[id]/+page.svelte`) as a tab or collapsible section that appears after job is saved. ### Verification — US2 -- [ ] T033 [US2] Write pytest tests for preview in `backend/src/plugins/translate/__tests__/test_preview.py`: test preview with valid job, preview with dictionary (verify glossary terms in prompt), preview row approve/edit/reject state transitions, cost estimation accuracy. Mock LLM provider responses. -- [ ] T034 [US2] Write vitest component test for `TranslationPreview` in `frontend/src/lib/components/translate/__tests__/TranslationPreview.test.js`: test rendering of preview rows, approve/reject/edit interactions, bulk approve behavior. Mock API client. -- [ ] T035 [US2] Verify US2 acceptance scenarios against spec User Story 2 (5 scenarios). Run `cd backend && pytest backend/src/plugins/translate/__tests__/test_preview.py -v && cd frontend && npm run test -- --run`. +- [x] T033 [US2] Write pytest tests for preview in `backend/src/plugins/translate/__tests__/test_preview.py`: test preview with valid job, preview with dictionary (verify glossary terms in prompt), preview row approve/edit/reject state transitions, cost estimation accuracy. Mock LLM provider responses. +- [x] T034 [US2] Write vitest component test for `TranslationPreview` in `frontend/src/lib/components/translate/__tests__/TranslationPreview.test.js`: test rendering of preview rows, approve/reject/edit interactions, bulk approve behavior. Mock API client. +- [x] T035 [US2] Verify US2 acceptance scenarios against spec User Story 2 (5 scenarios). Run `cd backend && pytest backend/src/plugins/translate/__tests__/test_preview.py -v && cd frontend && npm run test -- --run`. **Checkpoint**: Preview flows complete — LLM translation with context + dictionary, approve/edit/reject lifecycle, cost estimation. @@ -148,24 +148,24 @@ ### Backend — Executor + SQL Generator + Orchestrator -- [ ] T036 [US3] Implement `SQLGenerator` class in `backend/src/plugins/translate/sql_generator.py`: `generate_insert(records: list[TranslationRecord], job: TranslationJob) -> str`. Detect dialect from `job.database_dialect` (cached from Superset connection at save time). Produce safe dialect-appropriate SQL: for PostgreSQL/Greenplum — `INSERT INTO "target_table" ("key_cols"..., "target_col") VALUES (...)` with quoted identifiers; support `upsert_strategy`: `insert` (plain INSERT), `skip_existing` (ON CONFLICT DO NOTHING), `overwrite` (ON CONFLICT DO UPDATE). For ClickHouse — `INSERT INTO target_table (key_cols..., target_col) VALUES (...)`; `skip_existing` warns user (not natively supported); `overwrite` documented limitation. `@COMPLEXITY 3`. (RATIONALE: dialect-aware because Superset connections may use ClickHouse or PostgreSQL; REJECTED: PostgreSQL-only would break ClickHouse users; raw identifier interpolation rejected) -- [ ] T037 [US3] Implement `TranslationExecutor` class in `backend/src/plugins/translate/executor.py`: `execute_run(run: TranslationRun, job: TranslationJob)`. Fetch all source rows from Superset; split into batches; for each batch: call `DictionaryManager.filter_for_batch()`, construct prompt via `LLMProviderService`, call LLM, create `TranslationRecord` rows with status `translated`/`failed`/`skipped`; handle batch-level retry on LLM failure (FR-015); skip NULL translation values (FR-016); reject NULL key values (FR-017); update run statistics. `@COMPLEXITY 4` — instrument with `belief_scope`/`reason`/`reflect` at batch boundaries and error paths. -- [ ] T038 [US3] Implement `TranslationOrchestrator` class in `backend/src/plugins/translate/orchestrator.py`: `start_run(job_id, trigger_type)`. Validate preconditions (job config valid, datasource accessible, LLM provider reachable); create `TranslationRun` with status `running` and config/dict snapshots (FR-019, FR-029); dispatch to `TranslationExecutor`; on completion call `SQLGenerator`; record `TranslationEvent` rows via `TranslationEventLog` (FR-046); enforce state transitions: pending → running → (completed | partial | failed) — no skipping. `@COMPLEXITY 5` — full `@PRE`/`@POST`/`@DATA_CONTRACT`/`@INVARIANT` enforcement with `@RATIONALE`/`@REJECTED`. (RATIONALE: central coordinator is C5 because preview, execution, event logging, and retry share run state and must coordinate within a single transaction boundary; REJECTED: distributed actor model would introduce eventual-consistency challenges for status tracking at current scale) -- [ ] T039 [US3] Implement `TranslationEventLog` class in `backend/src/plugins/translate/events.py`: `log_event(run_id, job_id, event_type, payload)`. Create immutable `TranslationEvent` row. `query_events(job_id, filters)` for audit/dashboard. `prune_expired()` for 90-day retention enforcement (FR-049) — scheduled via APScheduler cleanup job. `@COMPLEXITY 5` — `@INVARIANT`: every run must have exactly one `run_started` and one terminal event. (RATIONALE: C5 warranted because event log is single source of truth for observability, metrics, and audit; REJECTED: stdout-only logging lacks structured payload integrity and cannot enforce terminal-event invariant) -- [ ] T040 [US3] Implement execution endpoints in `backend/src/api/routes/translate.py`: `POST /api/translate/jobs/{job_id}/runs` (trigger manual run — creates run, dispatches orchestrator which translates AND submits to Superset API), `GET /api/translate/runs/{run_id}` (status + statistics + insert_status + superset_query_id), `GET /api/translate/runs/{run_id}/records` (paginated TranslationRecord list), `POST /api/translate/runs/{run_id}/retry` (retry failed batches only — FR-015), `POST /api/translate/runs/{run_id}/retry-insert` (retry Superset insert only without re-translating). Inject `Depends(require_permission("translate.job.execute"))`. +- [x] T036 [US3] Implement `SQLGenerator` class in `backend/src/plugins/translate/sql_generator.py`: `generate_insert(records: list[TranslationRecord], job: TranslationJob) -> str`. Detect dialect from `job.database_dialect` (cached from Superset connection at save time). Produce safe dialect-appropriate SQL: for PostgreSQL/Greenplum — `INSERT INTO "target_table" ("key_cols"..., "target_col") VALUES (...)` with quoted identifiers; support `upsert_strategy`: `insert` (plain INSERT), `skip_existing` (ON CONFLICT DO NOTHING), `overwrite` (ON CONFLICT DO UPDATE). For ClickHouse — `INSERT INTO target_table (key_cols..., target_col) VALUES (...)`; `skip_existing` warns user (not natively supported); `overwrite` documented limitation. `@COMPLEXITY 3`. (RATIONALE: dialect-aware because Superset connections may use ClickHouse or PostgreSQL; REJECTED: PostgreSQL-only would break ClickHouse users; raw identifier interpolation rejected) +- [x] T037 [US3] Implement `TranslationExecutor` class in `backend/src/plugins/translate/executor.py`: `execute_run(run: TranslationRun, job: TranslationJob)`. Fetch all source rows from Superset; split into batches; for each batch: call `DictionaryManager.filter_for_batch()`, construct prompt via `LLMProviderService`, call LLM, create `TranslationRecord` rows with status `translated`/`failed`/`skipped`; handle batch-level retry on LLM failure (FR-015); skip NULL translation values (FR-016); reject NULL key values (FR-017); update run statistics. `@COMPLEXITY 4` — instrument with `belief_scope`/`reason`/`reflect` at batch boundaries and error paths. +- [x] T038 [US3] Implement `TranslationOrchestrator` class in `backend/src/plugins/translate/orchestrator.py`: `start_run(job_id, trigger_type)`. Validate preconditions (job config valid, datasource accessible, LLM provider reachable); create `TranslationRun` with status `running` and config/dict snapshots (FR-019, FR-029); dispatch to `TranslationExecutor`; on completion call `SQLGenerator`; record `TranslationEvent` rows via `TranslationEventLog` (FR-046); enforce state transitions: pending → running → (completed | partial | failed) — no skipping. `@COMPLEXITY 5` — full `@PRE`/`@POST`/`@DATA_CONTRACT`/`@INVARIANT` enforcement with `@RATIONALE`/`@REJECTED`. (RATIONALE: central coordinator is C5 because preview, execution, event logging, and retry share run state and must coordinate within a single transaction boundary; REJECTED: distributed actor model would introduce eventual-consistency challenges for status tracking at current scale) +- [x] T039 [US3] Implement `TranslationEventLog` class in `backend/src/plugins/translate/events.py`: `log_event(run_id, job_id, event_type, payload)`. Create immutable `TranslationEvent` row. `query_events(job_id, filters)` for audit/dashboard. `prune_expired()` for 90-day retention enforcement (FR-049) — scheduled via APScheduler cleanup job. `@COMPLEXITY 5` — `@INVARIANT`: every run must have exactly one `run_started` and one terminal event. (RATIONALE: C5 warranted because event log is single source of truth for observability, metrics, and audit; REJECTED: stdout-only logging lacks structured payload integrity and cannot enforce terminal-event invariant) +- [x] T040 [US3] Implement execution endpoints in `backend/src/api/routes/translate.py`: `POST /api/translate/jobs/{job_id}/runs` (trigger manual run — creates run, dispatches orchestrator which translates AND submits to Superset API), `GET /api/translate/runs/{run_id}` (status + statistics + insert_status + superset_query_id), `GET /api/translate/runs/{run_id}/records` (paginated TranslationRecord list), `POST /api/translate/runs/{run_id}/retry` (retry failed batches only — FR-015), `POST /api/translate/runs/{run_id}/retry-insert` (retry Superset insert only without re-translating). Inject `Depends(require_permission("translate.job.execute"))`. ### Frontend — Execution UI -- [ ] T041 [P] [US3] Add execution API methods to `frontend/src/lib/api/translate.js`: `triggerRun()`, `fetchRunStatus()`, `fetchRunRecords()`, `retryFailedBatches()`. -- [ ] T042 [US3] Create `TranslationRunProgress` component in `frontend/src/lib/components/translate/TranslationRunProgress.svelte`: live progress bar (WebSocket-driven from `TaskWebSocket`), batch counter (N/M), success/failure/skip counts, cancel button. `@UX_STATE`: idle, running, pausing, cancelled, completed, partial, failed. `@UX_FEEDBACK`: progress percentage `$derived` from translated/total; real-time counts. `@UX_RECOVERY`: retry failed batches button; cancel run; download skipped rows. -- [ ] T043 [US3] Create `TranslationRunResult` component in `frontend/src/lib/components/translate/TranslationRunResult.svelte`: completion summary (rows translated/failed/skipped, token count, cost, insert_status), Superset execution reference with status badge, generated SQL block for audit/debugging (collapsed by default), retry-insert button. `@UX_STATE`: completed, partial, failed, insert_failed. `@UX_FEEDBACK`: Superset execution status badge; SQL block for audit. -- [ ] T044 [US3] Integrate `TranslationRunProgress` and `TranslationRunResult` into `TranslationJobConfig` page as the "Run" tab/section. +- [x] T041 [P] [US3] Add execution API methods to `frontend/src/lib/api/translate.js`: `triggerRun()`, `fetchRunStatus()`, `fetchRunRecords()`, `retryFailedBatches()`. +- [x] T042 [US3] Create `TranslationRunProgress` component in `frontend/src/lib/components/translate/TranslationRunProgress.svelte`: live progress bar (WebSocket-driven from `TaskWebSocket`), batch counter (N/M), success/failure/skip counts, cancel button. `@UX_STATE`: idle, running, pausing, cancelled, completed, partial, failed. `@UX_FEEDBACK`: progress percentage `$derived` from translated/total; real-time counts. `@UX_RECOVERY`: retry failed batches button; cancel run; download skipped rows. +- [x] T043 [US3] Create `TranslationRunResult` component in `frontend/src/lib/components/translate/TranslationRunResult.svelte`: completion summary (rows translated/failed/skipped, token count, cost, insert_status), Superset execution reference with status badge, generated SQL block for audit/debugging (collapsed by default), retry-insert button. `@UX_STATE`: completed, partial, failed, insert_failed. `@UX_FEEDBACK`: Superset execution status badge; SQL block for audit. +- [x] T044 [US3] Integrate `TranslationRunProgress` and `TranslationRunResult` into `TranslationJobConfig` page as the "Run" tab/section. ### Verification — US3 -- [ ] T045 [US3] Write pytest tests for `SQLGenerator` in `backend/src/plugins/translate/__tests__/test_sql_generator.py`: test INSERT with single key, composite key — for PostgreSQL dialect AND ClickHouse dialect. Test PostgreSQL UPSERT (ON CONFLICT DO NOTHING, ON CONFLICT DO UPDATE). Test ClickHouse plain INSERT and skip_existing warning. Test NULL key rejection, NULL translation value skipping, identifier quoting per dialect, injection safety. Validate SQL syntax correctness against each dialect. -- [ ] T046 [US3] Write pytest tests for executor + orchestrator in `backend/src/plugins/translate/__tests__/test_orchestrator.py`: test full run lifecycle (pending→running→completed), partial failure (one batch fails, rest succeed), batch retry, event log invariants, NULL handling. Mock LLM provider and SupersetClient. -- [ ] T047 [US3] Verify US3 acceptance scenarios against spec User Story 3 (5 scenarios). Run `cd backend && pytest backend/src/plugins/translate/__tests__/test_orchestrator.py backend/src/plugins/translate/__tests__/test_sql_generator.py -v`. +- [x] T045 [US3] Write pytest tests for `SQLGenerator` in `backend/src/plugins/translate/__tests__/test_sql_generator.py`: test INSERT with single key, composite key — for PostgreSQL dialect AND ClickHouse dialect. Test PostgreSQL UPSERT (ON CONFLICT DO NOTHING, ON CONFLICT DO UPDATE). Test ClickHouse plain INSERT and skip_existing warning. Test NULL key rejection, NULL translation value skipping, identifier quoting per dialect, injection safety. Validate SQL syntax correctness against each dialect. +- [x] T046 [US3] Write pytest tests for executor + orchestrator in `backend/src/plugins/translate/__tests__/test_orchestrator.py`: test full run lifecycle (pending→running→completed), partial failure (one batch fails, rest succeed), batch retry, event log invariants, NULL handling. Mock LLM provider and SupersetClient. +- [x] T047 [US3] Verify US3 acceptance scenarios against spec User Story 3 (5 scenarios). Run `cd backend && pytest backend/src/plugins/translate/__tests__/test_orchestrator.py backend/src/plugins/translate/__tests__/test_sql_generator.py -v`. **Checkpoint**: Execution pipeline complete — batch processing, INSERT generation, retry, event logging. User can translate data and insert into target table. @@ -179,20 +179,20 @@ ### Backend — Correction Submission -- [ ] T048 [US6] Implement correction submission endpoint in `backend/src/api/routes/translate.py`: `POST /api/translate/corrections` accepting `TermCorrectionSubmit` body. Validate target language match between dictionary and job (FR language validation edge case); detect existing entry conflict → return conflict response (FR-032); create `DictionaryEntry` with origin tracking (`origin_run_id`, `origin_row_key`, `origin_user_id`) per FR-033. Inject `Depends(require_permission("translate.dictionary.edit"))`. -- [ ] T049 [US6] Implement bulk correction endpoint: `POST /api/translate/corrections/bulk` accepting array of `TermCorrectionSubmit` objects (FR-034). Process atomically — if any conflict is detected, return all conflicts for user resolution before partial apply. +- [x] T048 [US6] Implement correction submission endpoint in `backend/src/api/routes/translate.py`: `POST /api/translate/corrections` accepting `TermCorrectionSubmit` body. Validate target language match between dictionary and job (FR language validation edge case); detect existing entry conflict → return conflict response (FR-032); create `DictionaryEntry` with origin tracking (`origin_run_id`, `origin_row_key`, `origin_user_id`) per FR-033. Inject `Depends(require_permission("translate.dictionary.edit"))`. +- [x] T049 [US6] Implement bulk correction endpoint: `POST /api/translate/corrections/bulk` accepting array of `TermCorrectionSubmit` objects (FR-034). Process atomically — if any conflict is detected, return all conflicts for user resolution before partial apply. ### Frontend — Correction UI -- [ ] T050 [P] [US6] Add correction API methods to `frontend/src/lib/api/translate.js`: `submitCorrection()`, `submitBulkCorrections()`. -- [ ] T051 [US6] Create `TermCorrectionPopup` component in `frontend/src/lib/components/translate/TermCorrectionPopup.svelte`: text selection on source term and incorrect target translation → popup with source term (pre-filled from source column), incorrect target translation (pre-filled from selection), corrected target translation input, dictionary selector dropdown (filtered by target language), submit button, conflict dialog (overwrite/keep existing/cancel). `@UX_STATE`: closed, selecting, editing, submitting, conflict_detected, submitted. `@UX_FEEDBACK`: "Added to Dictionary" badge on corrected row. -- [ ] T052 [US6] Create `BulkCorrectionSidebar` component in `frontend/src/lib/components/translate/BulkCorrectionSidebar.svelte`: sidebar collecting selected terms across rows, per-term correction inputs, submit all to dictionary. `@UX_STATE`: closed, collecting, reviewing, submitting, submitted. `@UX_REACTIVITY`: selected terms list `$state`. -- [ ] T053 [US6] Integrate feedback-loop components into `TranslationRunResult` (T043) — add selection highlight behavior and correction triggers. +- [x] T050 [P] [US6] Add correction API methods to `frontend/src/lib/api/translate.js`: `submitCorrection()`, `submitBulkCorrections()`. +- [x] T051 [US6] Create `TermCorrectionPopup` component in `frontend/src/lib/components/translate/TermCorrectionPopup.svelte`: text selection on source term and incorrect target translation → popup with source term (pre-filled from source column), incorrect target translation (pre-filled from selection), corrected target translation input, dictionary selector dropdown (filtered by target language), submit button, conflict dialog (overwrite/keep existing/cancel). `@UX_STATE`: closed, selecting, editing, submitting, conflict_detected, submitted. `@UX_FEEDBACK`: "Added to Dictionary" badge on corrected row. +- [x] T052 [US6] Create `BulkCorrectionSidebar` component in `frontend/src/lib/components/translate/BulkCorrectionSidebar.svelte`: sidebar collecting selected terms across rows, per-term correction inputs, submit all to dictionary. `@UX_STATE`: closed, collecting, reviewing, submitting, submitted. `@UX_REACTIVITY`: selected terms list `$state`. +- [x] T053 [US6] Integrate feedback-loop components into `TranslationRunResult` (T043) — add selection highlight behavior and correction triggers. ### Verification — US6 -- [ ] T054 [US6] Write pytest tests for correction endpoints in `backend/tests/test_translate_corrections.py`: test single correction, bulk correction, conflict detection (existing term), cross-language rejection, origin tracking fields populated. Verify corrected term appears in next preview's dictionary filter. -- [ ] T055 [US6] Verify US6 acceptance scenarios against spec User Story 6 (5 scenarios). Run `cd backend && pytest backend/tests/test_translate_corrections.py -v`. +- [x] T054 [US6] Write pytest tests for correction endpoints in `backend/tests/test_translate_corrections.py`: test single correction, bulk correction, conflict detection (existing term), cross-language rejection, origin tracking fields populated. Verify corrected term appears in next preview's dictionary filter. +- [x] T055 [US6] Verify US6 acceptance scenarios against spec User Story 6 (5 scenarios). Run `cd backend && pytest backend/tests/test_translate_corrections.py -v`. **Checkpoint**: Feedback loop complete — corrections flow from results → dictionary → next run. @@ -206,22 +206,22 @@ ### Backend — Schedule Management + Trigger Dispatch -- [ ] T056 [US7] Implement `TranslationScheduler` class in `backend/src/plugins/translate/scheduler.py`: `create_schedule()`, `update_schedule()`, `delete_schedule()`, `enable_schedule()`, `disable_schedule()`, `get_next_executions(schedule, n=3)` (FR-036). Register schedule with existing `SchedulerService` via `add_job()` with cron/interval/date trigger. `@COMPLEXITY 4` — instrument with `belief_scope`/`reason`/`reflect`. (RATIONALE: C4 because schedule management is stateful with APScheduler integration, concurrency policy enforcement, and trigger dispatch side effects) -- [ ] T057 [US7] Implement schedule trigger handler: `_execute_scheduled_translation(job_id)`. Enforce concurrency policy: check if previous run for same job is still `running` → `skip` (log + event) or `queue` (start after previous completes) per FR-039. If proceeding: create new `TranslationRun` with `trigger_type=scheduled`; fetch source rows; apply new-key-only filter (FR-045) — compare current key values against previous successful run's key values; dispatch to `TranslationOrchestrator`. On failure, send notification via `NotificationService` (FR-041, FR-048). Schedule remains enabled for next trigger (US7 acceptance scenario 6). -- [ ] T058 [US7] Implement Superset SQL Lab API submission for all runs: create `SupersetSqlLabExecutor` class in `backend/src/plugins/translate/superset_executor.py`. Submit generated SQL to `/api/v1/sqllab/execute/`, poll execution status, update `TranslationRun.insert_status`, `superset_query_id`, `rows_affected`, error fields. For scheduled runs, this happens automatically; for manual runs, this happens on user trigger. Record `insert_submitted`/`insert_succeeded`/`insert_failed` events. -- [ ] T059 [US7] Implement schedule endpoints in `backend/src/api/routes/translate.py`: `PUT /api/translate/jobs/{job_id}/schedule` (create/update), `DELETE /api/translate/jobs/{job_id}/schedule` (remove), `POST /api/translate/jobs/{job_id}/schedule/enable` (FR-040), `POST /api/translate/jobs/{job_id}/schedule/disable` (FR-040). Inject `Depends(require_permission("translate.schedule.manage"))`. Add schedule warning when editing job with active schedule (FR-042). -- [ ] T060 [US7] Extend `SchedulerService.load_schedules()` in `backend/src/core/scheduler.py` to discover and register active `TranslationSchedule` rows alongside existing backup schedules (R4). +- [x] T056 [US7] Implement `TranslationScheduler` class in `backend/src/plugins/translate/scheduler.py`: `create_schedule()`, `update_schedule()`, `delete_schedule()`, `enable_schedule()`, `disable_schedule()`, `get_next_executions(schedule, n=3)` (FR-036). Register schedule with existing `SchedulerService` via `add_job()` with cron/interval/date trigger. `@COMPLEXITY 4` — instrument with `belief_scope`/`reason`/`reflect`. (RATIONALE: C4 because schedule management is stateful with APScheduler integration, concurrency policy enforcement, and trigger dispatch side effects) +- [x] T057 [US7] Implement schedule trigger handler: `_execute_scheduled_translation(job_id)`. Enforce concurrency policy: check if previous run for same job is still `running` → `skip` (log + event) or `queue` (start after previous completes) per FR-039. If proceeding: create new `TranslationRun` with `trigger_type=scheduled`; fetch source rows; apply new-key-only filter (FR-045) — compare current key values against previous successful run's key values; dispatch to `TranslationOrchestrator`. On failure, send notification via `NotificationService` (FR-041, FR-048). Schedule remains enabled for next trigger (US7 acceptance scenario 6). +- [x] T058 [US7] Implement Superset SQL Lab API submission for all runs: create `SupersetSqlLabExecutor` class in `backend/src/plugins/translate/superset_executor.py`. Submit generated SQL to `/api/v1/sqllab/execute/`, poll execution status, update `TranslationRun.insert_status`, `superset_query_id`, `rows_affected`, error fields. For scheduled runs, this happens automatically; for manual runs, this happens on user trigger. Record `insert_submitted`/`insert_succeeded`/`insert_failed` events. +- [x] T059 [US7] Implement schedule endpoints in `backend/src/api/routes/translate.py`: `PUT /api/translate/jobs/{job_id}/schedule` (create/update), `DELETE /api/translate/jobs/{job_id}/schedule` (remove), `POST /api/translate/jobs/{job_id}/schedule/enable` (FR-040), `POST /api/translate/jobs/{job_id}/schedule/disable` (FR-040). Inject `Depends(require_permission("translate.schedule.manage"))`. Add schedule warning when editing job with active schedule (FR-042). +- [x] T060 [US7] Extend `SchedulerService.load_schedules()` in `backend/src/core/scheduler.py` to discover and register active `TranslationSchedule` rows alongside existing backup schedules (R4). ### Frontend — Schedule UI -- [ ] T061 [P] [US7] Add schedule API methods to `frontend/src/lib/api/translate.js`: `updateSchedule()`, `deleteSchedule()`, `enableSchedule()`, `disableSchedule()`. -- [ ] T062 [US7] Create `ScheduleConfig` component in `frontend/src/lib/components/translate/ScheduleConfig.svelte`: type selector (cron/interval/once), cron expression input with validation, interval input, timezone selector, run-at datetime picker, next-3-executions preview (with timezone), concurrency policy selector (skip/queue), enable/disable toggle with status indicator. Warns if no prior successful manual run exists. `@UX_STATE`: idle, editing, validating, enabled, disabled, no_prior_run_warning. `@UX_REACTIVITY`: next execution times `$derived` from schedule config with timezone display. -- [ ] T063 [US7] Integrate `ScheduleConfig` into `TranslationJobConfig` page as the "Schedule" tab. +- [x] T061 [P] [US7] Add schedule API methods to `frontend/src/lib/api/translate.js`: `updateSchedule()`, `deleteSchedule()`, `enableSchedule()`, `disableSchedule()`. +- [x] T062 [US7] Create `ScheduleConfig` component in `frontend/src/lib/components/translate/ScheduleConfig.svelte`: type selector (cron/interval/once), cron expression input with validation, interval input, timezone selector, run-at datetime picker, next-3-executions preview (with timezone), concurrency policy selector (skip/queue), enable/disable toggle with status indicator. Warns if no prior successful manual run exists. `@UX_STATE`: idle, editing, validating, enabled, disabled, no_prior_run_warning. `@UX_REACTIVITY`: next execution times `$derived` from schedule config with timezone display. +- [x] T063 [US7] Integrate `ScheduleConfig` into `TranslationJobConfig` page as the "Schedule" tab. ### Verification — US7 -- [ ] T064 [US7] Write pytest tests for scheduler in `backend/src/plugins/translate/__tests__/test_scheduler.py`: test schedule CRUD, cron expression validation, next-N-executions calculation, trigger dispatch with skip/queue concurrency, new-key-only filter (verify only unseen keys processed), auto-INSERT execution, failure notification, pause/resume, load on SchedulerService start. -- [ ] T065 [US7] Verify US7 acceptance scenarios against spec User Story 7 (8 scenarios). Run `cd backend && pytest backend/src/plugins/translate/__tests__/test_scheduler.py -v`. +- [x] T064 [US7] Write pytest tests for scheduler in `backend/src/plugins/translate/__tests__/test_scheduler.py`: test schedule CRUD, cron expression validation, next-N-executions calculation, trigger dispatch with skip/queue concurrency, new-key-only filter (verify only unseen keys processed), auto-INSERT execution, failure notification, pause/resume, load on SchedulerService start. +- [x] T065 [US7] Verify US7 acceptance scenarios against spec User Story 7 (8 scenarios). Run `cd backend && pytest backend/src/plugins/translate/__tests__/test_scheduler.py -v`. **Checkpoint**: Scheduling complete — jobs can run automatically on schedule with new-key-only incremental translation and failure recovery. @@ -235,20 +235,20 @@ ### Backend — History + Metrics Endpoints -- [ ] T066 [US4] Implement history endpoints in `backend/src/api/routes/translate.py`: `GET /api/translate/runs` (list with filters: `job_id`, `datasource_id`, `target_table`, `status`, `date_from`, `date_to`, pagination per FR-020), `GET /api/translate/runs/{run_id}` (detail with `config_snapshot`, `prompt_used`, `records` with `llm_translation` and `user_edit` fields visible — FR showing original vs user-edited). -- [ ] T067 [US4] Implement `TranslationMetrics` class in `backend/src/plugins/translate/metrics.py`: `get_job_metrics(job_id) -> MetricsResponse`. Aggregate from `TranslationEvent` table: total runs, success/failure counts, cumulative tokens, cumulative cost, average batch latency (FR-047). `@COMPLEXITY 3`. -- [ ] T068 [US4] Implement metrics endpoint: `GET /api/translate/jobs/{job_id}/metrics`. Inject `Depends(require_permission("translate.history.view"))`. +- [x] T066 [US4] Implement history endpoints in `backend/src/api/routes/translate.py`: `GET /api/translate/runs` (list with filters: `job_id`, `datasource_id`, `target_table`, `status`, `date_from`, `date_to`, pagination per FR-020), `GET /api/translate/runs/{run_id}` (detail with `config_snapshot`, `prompt_used`, `records` with `llm_translation` and `user_edit` fields visible — FR showing original vs user-edited). +- [x] T067 [US4] Implement `TranslationMetrics` class in `backend/src/plugins/translate/metrics.py`: `get_job_metrics(job_id) -> MetricsResponse`. Aggregate from `TranslationEvent` table: total runs, success/failure counts, cumulative tokens, cumulative cost, average batch latency (FR-047). `@COMPLEXITY 3`. +- [x] T068 [US4] Implement metrics endpoint: `GET /api/translate/jobs/{job_id}/metrics`. Inject `Depends(require_permission("translate.history.view"))`. ### Frontend — History + Metrics UI -- [ ] T069 [P] [US4] Add history API methods to `frontend/src/lib/api/translate.js`: `fetchRunHistory()`, `fetchRunDetail()`, `fetchJobMetrics()`. -- [ ] T070 [US4] Create `TranslationHistory` SvelteKit page in `frontend/src/routes/translate/history/+page.svelte`: filterable table (datasource, target table, row count, status, date, user), click-to-expand detail with config snapshot, prompt, translation rows with edit marks, INSERT SQL. `@UX_STATE`: idle, loading, empty, populated, detail_open. `@UX_REACTIVITY`: filtered list `$derived` from filters. -- [ ] T071 [US4] Create admin metrics dashboard section (integrated into existing admin pages or standalone) displaying per-job metrics: run counts, success/failure ratio, cumulative tokens, cumulative cost, average latency. Use `MetricsResponse` schema. +- [x] T069 [P] [US4] Add history API methods to `frontend/src/lib/api/translate.js`: `fetchRunHistory()`, `fetchRunDetail()`, `fetchJobMetrics()`. +- [x] T070 [US4] Create `TranslationHistory` SvelteKit page in `frontend/src/routes/translate/history/+page.svelte`: filterable table (datasource, target table, row count, status, date, user), click-to-expand detail with config snapshot, prompt, translation rows with edit marks, INSERT SQL. `@UX_STATE`: idle, loading, empty, populated, detail_open. `@UX_REACTIVITY`: filtered list `$derived` from filters. +- [x] T071 [US4] Create admin metrics dashboard section (integrated into existing admin pages or standalone) displaying per-job metrics: run counts, success/failure ratio, cumulative tokens, cumulative cost, average latency. Use `MetricsResponse` schema. ### Verification — US4 -- [ ] T072 [US4] Write pytest tests for history + metrics in `backend/tests/test_translate_history.py`: test run list with filters, run detail with snapshots, metrics aggregation accuracy, `TranslationEvent` queryability. -- [ ] T073 [US4] Verify US4 acceptance scenarios against spec User Story 4 (4 scenarios). Run `cd backend && pytest backend/tests/test_translate_history.py -v`. +- [x] T072 [US4] Write pytest tests for history + metrics in `backend/tests/test_translate_history.py`: test run list with filters, run detail with snapshots, metrics aggregation accuracy, `TranslationEvent` queryability. +- [x] T073 [US4] Verify US4 acceptance scenarios against spec User Story 4 (4 scenarios). Run `cd backend && pytest backend/tests/test_translate_history.py -v`. **Checkpoint**: History and audit complete — all runs traceable, metrics dashboard populated. @@ -258,19 +258,19 @@ **Purpose**: Retention enforcement, notification wiring, semantic audit, quickstart validation, and rejected-path regression protection. -- [ ] T074 [P] Implement 90-day retention pruning in `TranslationEventLog.prune_expired()`: run as APScheduler daily cleanup job. BEFORE pruning events/records: persist cumulative metrics as `MetricSnapshot` row (tokens, cost, run counts). Then prune `TranslationRecord`, `TranslationPreviewRecord`, `TranslationEvent`, and `insert_sql`/`config_snapshot` fields older than 90 days. Preserve `TranslationRun` metadata, `MetricSnapshot` rows, and `superset_query_id`. Verify metrics remain accurate post-prune (SC-014). (RATIONALE: metric snapshots prevent cumulative data loss from event pruning; REJECTED: indefinite retention would violate storage constraints) +- [x] T074 [P] Implement 90-day retention pruning in `TranslationEventLog.prune_expired()`: run as APScheduler daily cleanup job. BEFORE pruning events/records: persist cumulative metrics as `MetricSnapshot` row (tokens, cost, run counts). Then prune `TranslationRecord`, `TranslationPreviewRecord`, `TranslationEvent`, and `insert_sql`/`config_snapshot` fields older than 90 days. Preserve `TranslationRun` metadata, `MetricSnapshot` rows, and `superset_query_id`. Verify metrics remain accurate post-prune (SC-014). (RATIONALE: metric snapshots prevent cumulative data loss from event pruning; REJECTED: indefinite retention would violate storage constraints) - [ ] T075 [P] Wire scheduled-run failure notification: ensure `TranslationScheduler` trigger handler calls `NotificationService.send()` when a scheduled run fails (FR-041, FR-048). Test with mock notification provider. -- [ ] T076 [P] Instrument remaining C4/C5 Python flows with `belief_scope`/`reason`/`reflect`/`explore` markers where missing: `TranslationOrchestrator.start_run()` (entry/exit), `TranslationExecutor.execute_run()` (batch boundaries + error paths), `DictionaryManager` mutation boundaries, `TranslationScheduler` trigger dispatch. Verify via `axiom_semantic_validation` belief-runtime audit. +- [x] T076 [P] Instrument remaining C4/C5 Python flows with `belief_scope`/`reason`/`reflect`/`explore` markers where missing: `TranslationOrchestrator.start_run()` (entry/exit), `TranslationExecutor.execute_run()` (batch boundaries + error paths), `DictionaryManager` mutation boundaries, `TranslationScheduler` trigger dispatch. Verify via `axiom_semantic_validation` belief-runtime audit. - [ ] T077 Run full semantic audit via axiom MCP tools: - `axiom_semantic_validation audit_contracts --file_path backend/src/plugins/translate/` — verify all `[DEF]` anchors are closed, `@RELATION` targets resolve, no orphan contracts, C4+ contracts have required tag density - `axiom_semantic_validation audit_belief_protocol --file_path backend/src/plugins/translate/` — verify `@RATIONALE`/`@REJECTED` present on all C5 contracts - `axiom_semantic_validation audit_belief_runtime --file_path backend/src/plugins/translate/` — verify `belief_scope`/`reason`/`reflect`/`explore` markers exist in all C4+ module bodies - `axiom_semantic_validation impact_analysis --contract_id TranslationOrchestrator:Class` — verify no rejected path is accidentally re-enabled - [ ] T078 Run quickstart validation: follow `specs/028-llm-datasource-supeset/quickstart.md` end-to-end — create dictionary → create job → preview → execute → verify INSERT SQL → submit correction → schedule → view history → verify metrics. Run `cd backend && pytest -v`, `cd frontend && npm run test -- --run`, `cd backend && ruff check src/plugins/translate/ src/api/routes/translate.py src/models/translate.py src/schemas/translate.py`. -- [ ] T079 Rejected-path regression guard: add a test case in `backend/src/plugins/translate/__tests__/test_orchestrator.py` verifying snapshot isolation — changing job config mid-run does NOT invalidate the running TranslationRun. Add a test case in `backend/src/plugins/translate/__tests__/test_sql_generator.py` verifying that UPDATE statements are never generated (only INSERT/UPSERT per PostgreSQL dialect). Add a test case in `backend/src/plugins/translate/__tests__/test_dictionary.py` verifying that duplicate source_term entries cannot coexist (UniqueConstraint enforced) and conflict resolution only offers overwrite/keep-existing. Add a test case in `backend/src/plugins/translate/__tests__/test_retention.py` verifying metric snapshots are persisted before event pruning and cumulative metrics remain accurate post-prune. -- [ ] T080 [P] Implement cancel run endpoint: `POST /api/translate/runs/{run_id}/cancel` in `backend/src/api/routes/translate.py`. Set `translation_status=cancelled`, mark in-progress batches as failed, do NOT submit INSERT SQL. Emit `run_cancelled` event. Inject `Depends(require_permission("translate.job.execute"))`. -- [ ] T081 [P] Implement download skipped rows endpoint: `GET /api/translate/runs/{run_id}/skipped.csv` returning CSV of rows skipped due to NULL keys or translation failures. Use `key_hash` for efficient lookup. -- [ ] T082 [P] Compute `key_hash` for TranslationRecord and TranslationPreviewRecord: `hash(canonical_json(key_values))` at creation time. Add `config_hash` for TranslationRun and TranslationPreviewSession: hash of effective config (columns, keys, target, prompt, dictionaries). Use for idempotency checks, new-key-only filtering, and stale preview detection. +- [x] T079 Rejected-path regression guard: add a test case in `backend/src/plugins/translate/__tests__/test_orchestrator.py` verifying snapshot isolation — changing job config mid-run does NOT invalidate the running TranslationRun. Add a test case in `backend/src/plugins/translate/__tests__/test_sql_generator.py` verifying that UPDATE statements are never generated (only INSERT/UPSERT per PostgreSQL dialect). Add a test case in `backend/src/plugins/translate/__tests__/test_dictionary.py` verifying that duplicate source_term entries cannot coexist (UniqueConstraint enforced) and conflict resolution only offers overwrite/keep-existing. Add a test case in `backend/src/plugins/translate/__tests__/test_retention.py` verifying metric snapshots are persisted before event pruning and cumulative metrics remain accurate post-prune. +- [x] T080 [P] Implement cancel run endpoint: `POST /api/translate/runs/{run_id}/cancel` in `backend/src/api/routes/translate.py`. Set `translation_status=cancelled`, mark in-progress batches as failed, do NOT submit INSERT SQL. Emit `run_cancelled` event. Inject `Depends(require_permission("translate.job.execute"))`. +- [x] T081 [P] Implement download skipped rows endpoint: `GET /api/translate/runs/{run_id}/skipped.csv` returning CSV of rows skipped due to NULL keys or translation failures. Use `key_hash` for efficient lookup. +- [x] T082 [P] Compute `key_hash` for TranslationRecord and TranslationPreviewRecord: `hash(canonical_json(key_values))` at creation time. Add `config_hash` for TranslationRun and TranslationPreviewSession: hash of effective config (columns, keys, target, prompt, dictionaries). Use for idempotency checks, new-key-only filtering, and stale preview detection. ---