Files
ss-tools/backend/src/models/translate.py
busya 9f995f22ae refactor: migrate translate engine to GRACE-Poly v2.6 semantic protocol
- Convert all 84 contracts from legacy [DEF:] to #region/#endregion syntax
- Fix complexity tiers: 14 modules re-tiered (6 C4 route modules, 7 C4→C5 plugin services)
- Remove forbidden tags: @RATIONALE/@REJECTED stripped from C1–C4 contracts
- Add required tags: @PRE/@POST/@SIDE_EFFECT on C4, @RELATION on C3, @DATA_CONTRACT/@INVARIANT on C5
- Add belief runtime markers (reason/reflect/explore) to 7 service.py functions
- Fix @LAYER: route files → UI, plugins → Domain, superset_executor → Infra
- Fix pre-existing test mock_service fixture in test_orchestrator.py
- 196/196 translation tests pass, zero regressions
2026-05-12 14:32:28 +03:00

284 lines
14 KiB
Python

# #region TranslateModels [C:2] [TYPE Module]
# @BRIEF SQLAlchemy ORM models for LLM-based SQL/dashboard translation across dialects.
# @LAYER Domain
from sqlalchemy import (
Column, String, Boolean, DateTime, JSON, Text,
ForeignKey, Integer, UniqueConstraint, Index
)
from sqlalchemy.dialects.postgresql import JSON as PG_JSON
from datetime import datetime, timezone
import uuid
import hashlib
from .mapping import Base
# #region generate_uuid [C:1] [TYPE Function]
def generate_uuid():
return str(uuid.uuid4())
# #endregion generate_uuid
# #region TranslationJob [C:1] [TYPE Class]
class TranslationJob(Base):
__tablename__ = "translation_jobs"
id = Column(String, primary_key=True, default=generate_uuid)
name = Column(String, nullable=False)
description = Column(Text, nullable=True)
source_dialect = Column(String, nullable=False)
target_dialect = Column(String, nullable=False)
database_dialect = Column(String, nullable=True, comment="Detected dialect from Superset connection at save time")
status = Column(String, nullable=False, default="DRAFT") # DRAFT, READY, RUNNING, COMPLETED, FAILED, CANCELLED
# Datasource & target table configuration
source_datasource_id = Column(String, nullable=True, comment="Superset datasource ID")
source_table = Column(String, nullable=True, comment="Source table name resolved from datasource")
target_schema = Column(String, nullable=True, comment="Target table schema")
target_table = Column(String, nullable=True, comment="Target table name")
# Column mapping
source_key_cols = Column(JSON, nullable=True, comment="Source key column names for composite key")
target_key_cols = Column(JSON, nullable=True, comment="Target key column names for composite key")
translation_column = Column(String, nullable=True, comment="The column whose values will be translated")
context_columns = Column(JSON, nullable=True, comment="Context column names included in LLM prompt")
# LLM & processing settings
target_language = Column(String, nullable=True, comment="Target language code (e.g. en, ru)")
provider_id = Column(String, nullable=True, comment="LLM provider ID")
batch_size = Column(Integer, nullable=False, default=50, comment="Records per batch")
upsert_strategy = Column(String, nullable=False, default="MERGE", comment="MERGE, INSERT, UPDATE")
# Environment association
environment_id = Column(String, nullable=True, comment="Superset environment ID for datasource access")
target_database_id = Column(String, nullable=True, comment="Superset database ID for INSERT via SQL Lab")
created_by = Column(String, nullable=True)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
updated_at = Column(DateTime, default=lambda: datetime.now(timezone.utc), onupdate=lambda: datetime.now(timezone.utc))
# #endregion TranslationJob
# #region TranslationRun [C:1] [TYPE Class]
class TranslationRun(Base):
__tablename__ = "translation_runs"
id = Column(String, primary_key=True, default=generate_uuid)
job_id = Column(String, ForeignKey("translation_jobs.id"), nullable=False, index=True)
status = Column(String, nullable=False, default="PENDING") # PENDING, RUNNING, COMPLETED, FAILED, CANCELLED
trigger_type = Column(String, nullable=True, comment="manual, scheduled, retry, baseline_expired")
started_at = Column(DateTime, nullable=True)
completed_at = Column(DateTime, nullable=True)
error_message = Column(Text, nullable=True)
total_records = Column(Integer, default=0)
successful_records = Column(Integer, default=0)
failed_records = Column(Integer, default=0)
skipped_records = Column(Integer, default=0)
insert_status = Column(String, nullable=True, comment="Status of the Superset insert/update operation")
superset_execution_id = Column(String, nullable=True, comment="Superset execution/task ID")
superset_execution_log = Column(JSON, nullable=True, comment="Superset execution log output")
config_snapshot = Column(JSON, nullable=True, comment="Snapshot of job config at run creation time")
key_hash = Column(String, nullable=True, comment="Hash of source key fields for dedup")
config_hash = Column(String, nullable=True, comment="Hash of translation configuration state")
dict_snapshot_hash = Column(String, nullable=True, comment="Hash of dictionary state at run time")
created_by = Column(String, nullable=True)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
# #endregion TranslationRun
# #region TranslationBatch [C:1] [TYPE Class]
class TranslationBatch(Base):
__tablename__ = "translation_batches"
id = Column(String, primary_key=True, default=generate_uuid)
run_id = Column(String, ForeignKey("translation_runs.id"), nullable=False, index=True)
batch_index = Column(Integer, nullable=False)
status = Column(String, nullable=False, default="PENDING")
total_records = Column(Integer, default=0)
successful_records = Column(Integer, default=0)
failed_records = Column(Integer, default=0)
started_at = Column(DateTime, nullable=True)
completed_at = Column(DateTime, nullable=True)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
# #endregion TranslationBatch
# #region TranslationRecord [C:1] [TYPE Class]
class TranslationRecord(Base):
__tablename__ = "translation_records"
id = Column(String, primary_key=True, default=generate_uuid)
batch_id = Column(String, ForeignKey("translation_batches.id"), nullable=False, index=True)
run_id = Column(String, ForeignKey("translation_runs.id"), nullable=False, index=True)
source_sql = Column(Text, nullable=True)
target_sql = Column(Text, nullable=True)
source_object_type = Column(String, nullable=True) # query, dashboard, chart, dataset
source_object_id = Column(String, nullable=True)
source_object_name = Column(String, nullable=True)
status = Column(String, nullable=False, default="PENDING") # PENDING, SUCCESS, FAILED, SKIPPED
error_message = Column(Text, nullable=True)
token_count_input = Column(Integer, nullable=True)
token_count_output = Column(Integer, nullable=True)
translation_duration_ms = Column(Integer, nullable=True)
source_data = Column(JSON, nullable=True, comment="Snapshot of source row key/context column values for INSERT phase")
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
__table_args__ = (
Index("ix_translation_records_run_status", "run_id", "status"),
)
# #endregion TranslationRecord
# #region TranslationEvent [C:1] [TYPE Class]
class TranslationEvent(Base):
__tablename__ = "translation_events"
id = Column(String, primary_key=True, default=generate_uuid)
job_id = Column(String, ForeignKey("translation_jobs.id"), nullable=False, index=True)
run_id = Column(String, ForeignKey("translation_runs.id"), nullable=True, index=True)
event_type = Column(String, nullable=False) # JOB_CREATED, JOB_STARTED, JOB_COMPLETED, JOB_FAILED, etc.
event_data = Column(JSON, nullable=True)
created_by = Column(String, nullable=True)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
# #endregion TranslationEvent
# #region TranslationPreviewSession [C:1] [TYPE Class]
class TranslationPreviewSession(Base):
__tablename__ = "translation_preview_sessions"
id = Column(String, primary_key=True, default=generate_uuid)
job_id = Column(String, ForeignKey("translation_jobs.id"), nullable=False, index=True)
run_id = Column(String, ForeignKey("translation_runs.id"), nullable=True)
status = Column(String, nullable=False, default="ACTIVE") # ACTIVE, APPLIED, DISCARDED, EXPIRED
created_by = Column(String, nullable=True)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
expires_at = Column(DateTime, nullable=True)
# #endregion TranslationPreviewSession
# #region TranslationPreviewRecord [C:1] [TYPE Class]
class TranslationPreviewRecord(Base):
__tablename__ = "translation_preview_records"
id = Column(String, primary_key=True, default=generate_uuid)
session_id = Column(String, ForeignKey("translation_preview_sessions.id"), nullable=False, index=True)
source_sql = Column(Text, nullable=True)
target_sql = Column(Text, nullable=True)
source_object_type = Column(String, nullable=True)
source_object_id = Column(String, nullable=True)
source_object_name = Column(String, nullable=True)
status = Column(String, nullable=False, default="PENDING") # PENDING, APPROVED, REJECTED
feedback = Column(Text, nullable=True)
source_data = Column(JSON, nullable=True, comment="Snapshot of source row values for key/context columns")
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
# #endregion TranslationPreviewRecord
# #region TerminologyDictionary [C:1] [TYPE Class]
class TerminologyDictionary(Base):
__tablename__ = "terminology_dictionaries"
id = Column(String, primary_key=True, default=generate_uuid)
name = Column(String, nullable=False)
description = Column(Text, nullable=True)
source_dialect = Column(String, nullable=False)
target_dialect = Column(String, nullable=False)
is_active = Column(Boolean, default=True)
created_by = Column(String, nullable=True)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
updated_at = Column(DateTime, default=lambda: datetime.now(timezone.utc), onupdate=lambda: datetime.now(timezone.utc))
# #endregion TerminologyDictionary
# #region DictionaryEntry [C:1] [TYPE Class]
class DictionaryEntry(Base):
__tablename__ = "dictionary_entries"
id = Column(String, primary_key=True, default=generate_uuid)
dictionary_id = Column(String, ForeignKey("terminology_dictionaries.id"), nullable=False, index=True)
source_term = Column(String, nullable=False)
source_term_normalized = Column(String, nullable=False)
target_term = Column(String, nullable=False)
context_notes = Column(Text, nullable=True)
origin_run_id = Column(String, nullable=True, comment="Run ID from which this correction originated")
origin_row_key = Column(String, nullable=True, comment="Row key within the run that triggered this correction")
origin_user_id = Column(String, nullable=True, comment="User who submitted the correction")
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
updated_at = Column(DateTime, default=lambda: datetime.now(timezone.utc), onupdate=lambda: datetime.now(timezone.utc))
__table_args__ = (
UniqueConstraint(
"dictionary_id", "source_term_normalized",
name="uq_dictionary_entry_term"
),
)
# #endregion DictionaryEntry
# #region TranslationSchedule [C:1] [TYPE Class]
class TranslationSchedule(Base):
__tablename__ = "translation_schedules"
id = Column(String, primary_key=True, default=generate_uuid)
job_id = Column(String, ForeignKey("translation_jobs.id"), nullable=False, index=True)
cron_expression = Column(String, nullable=False)
timezone = Column(String, nullable=False, default="UTC")
is_active = Column(Boolean, default=True)
last_run_at = Column(DateTime, nullable=True)
next_run_at = Column(DateTime, nullable=True)
created_by = Column(String, nullable=True)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
updated_at = Column(DateTime, default=lambda: datetime.now(timezone.utc), onupdate=lambda: datetime.now(timezone.utc))
# #endregion TranslationSchedule
# #region TranslationJobDictionary [C:1] [TYPE Class]
class TranslationJobDictionary(Base):
__tablename__ = "translation_job_dictionaries"
id = Column(String, primary_key=True, default=generate_uuid)
job_id = Column(String, ForeignKey("translation_jobs.id"), nullable=False, index=True)
dictionary_id = Column(String, ForeignKey("terminology_dictionaries.id"), nullable=False, index=True)
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
__table_args__ = (
UniqueConstraint(
"job_id", "dictionary_id",
name="uq_job_dictionary"
),
)
# #endregion TranslationJobDictionary
# #region MetricSnapshot [C:1] [TYPE Class]
class MetricSnapshot(Base):
__tablename__ = "translation_metric_snapshots"
id = Column(String, primary_key=True, default=generate_uuid)
job_id = Column(String, ForeignKey("translation_jobs.id"), nullable=False, index=True)
run_id = Column(String, ForeignKey("translation_runs.id"), nullable=True, index=True)
key_hash = Column(String, nullable=False, comment="Hash of dimension key fields for aggregation")
config_hash = Column(String, nullable=True, comment="Hash of translation configuration state")
dict_snapshot_hash = Column(String, nullable=True, comment="Hash of dictionary state at capture time")
covers_events_before = Column(DateTime, nullable=True, comment="Indicates snapshot covers events before this timestamp")
total_jobs = Column(Integer, default=0)
total_runs = Column(Integer, default=0)
total_records = Column(Integer, default=0)
successful_records = Column(Integer, default=0)
failed_records = Column(Integer, default=0)
skipped_records = Column(Integer, default=0)
avg_duration_ms = Column(Integer, nullable=True)
p50_duration_ms = Column(Integer, nullable=True)
p95_duration_ms = Column(Integer, nullable=True)
p99_duration_ms = Column(Integer, nullable=True)
snapshot_date = Column(DateTime, nullable=False, default=lambda: datetime.now(timezone.utc))
created_at = Column(DateTime, default=lambda: datetime.now(timezone.utc))
__table_args__ = (
Index("ix_metric_snapshots_job_date", "job_id", "snapshot_date"),
)
# #endregion MetricSnapshot
# #endregion TranslateModels