|
| 1 | +from __future__ import annotations |
| 2 | + |
| 3 | +import typing as t |
| 4 | +import pandas as pd |
| 5 | +import json |
| 6 | +import logging |
| 7 | +from sqlglot import exp |
| 8 | + |
| 9 | +from sqlmesh.core import constants as c |
| 10 | +from sqlmesh.core.engine_adapter import EngineAdapter |
| 11 | +from sqlmesh.core.state_sync.db.utils import ( |
| 12 | + fetchall, |
| 13 | + fetchone, |
| 14 | +) |
| 15 | +from sqlmesh.core.environment import Environment |
| 16 | +from sqlmesh.utils.migration import index_text_type, blob_text_type |
| 17 | +from sqlmesh.utils.date import now_timestamp, time_like_to_str |
| 18 | +from sqlmesh.utils.errors import SQLMeshError |
| 19 | + |
| 20 | + |
| 21 | +logger = logging.getLogger(__name__) |
| 22 | + |
| 23 | + |
| 24 | +class EnvironmentState: |
| 25 | + def __init__( |
| 26 | + self, |
| 27 | + engine_adapter: EngineAdapter, |
| 28 | + schema: t.Optional[str] = None, |
| 29 | + ): |
| 30 | + self.engine_adapter = engine_adapter |
| 31 | + self.environments_table = exp.table_("_environments", db=schema) |
| 32 | + |
| 33 | + index_type = index_text_type(engine_adapter.dialect) |
| 34 | + blob_type = blob_text_type(engine_adapter.dialect) |
| 35 | + |
| 36 | + self._environment_columns_to_types = { |
| 37 | + "name": exp.DataType.build(index_type), |
| 38 | + "snapshots": exp.DataType.build(blob_type), |
| 39 | + "start_at": exp.DataType.build("text"), |
| 40 | + "end_at": exp.DataType.build("text"), |
| 41 | + "plan_id": exp.DataType.build("text"), |
| 42 | + "previous_plan_id": exp.DataType.build("text"), |
| 43 | + "expiration_ts": exp.DataType.build("bigint"), |
| 44 | + "finalized_ts": exp.DataType.build("bigint"), |
| 45 | + "promoted_snapshot_ids": exp.DataType.build(blob_type), |
| 46 | + "suffix_target": exp.DataType.build("text"), |
| 47 | + "catalog_name_override": exp.DataType.build("text"), |
| 48 | + "previous_finalized_snapshots": exp.DataType.build(blob_type), |
| 49 | + "normalize_name": exp.DataType.build("boolean"), |
| 50 | + "requirements": exp.DataType.build(blob_type), |
| 51 | + } |
| 52 | + |
| 53 | + def update_environment(self, environment: Environment) -> None: |
| 54 | + """Updates the environment. |
| 55 | +
|
| 56 | + Args: |
| 57 | + environment: The environment |
| 58 | + """ |
| 59 | + self.engine_adapter.delete_from( |
| 60 | + self.environments_table, |
| 61 | + where=exp.EQ( |
| 62 | + this=exp.column("name"), |
| 63 | + expression=exp.Literal.string(environment.name), |
| 64 | + ), |
| 65 | + ) |
| 66 | + |
| 67 | + self.engine_adapter.insert_append( |
| 68 | + self.environments_table, |
| 69 | + _environment_to_df(environment), |
| 70 | + columns_to_types=self._environment_columns_to_types, |
| 71 | + ) |
| 72 | + |
| 73 | + def invalidate_environment(self, name: str) -> None: |
| 74 | + """Invalidates the environment. |
| 75 | +
|
| 76 | + Args: |
| 77 | + name: The name of the environment |
| 78 | + """ |
| 79 | + name = name.lower() |
| 80 | + if name == c.PROD: |
| 81 | + raise SQLMeshError("Cannot invalidate the production environment.") |
| 82 | + |
| 83 | + filter_expr = exp.column("name").eq(name) |
| 84 | + |
| 85 | + self.engine_adapter.update_table( |
| 86 | + self.environments_table, |
| 87 | + {"expiration_ts": now_timestamp()}, |
| 88 | + where=filter_expr, |
| 89 | + ) |
| 90 | + |
| 91 | + def finalize(self, environment: Environment) -> None: |
| 92 | + """Finalize the target environment, indicating that this environment has been |
| 93 | + fully promoted and is ready for use. |
| 94 | +
|
| 95 | + Args: |
| 96 | + environment: The target environment to finalize. |
| 97 | + """ |
| 98 | + logger.info("Finalizing environment '%s'", environment.name) |
| 99 | + |
| 100 | + environment_filter = exp.column("name").eq(exp.Literal.string(environment.name)) |
| 101 | + |
| 102 | + stored_plan_id_query = ( |
| 103 | + exp.select("plan_id") |
| 104 | + .from_(self.environments_table) |
| 105 | + .where(environment_filter, copy=False) |
| 106 | + .lock(copy=False) |
| 107 | + ) |
| 108 | + stored_plan_id_row = fetchone(self.engine_adapter, stored_plan_id_query) |
| 109 | + |
| 110 | + if not stored_plan_id_row: |
| 111 | + raise SQLMeshError(f"Missing environment '{environment.name}' can't be finalized") |
| 112 | + |
| 113 | + stored_plan_id = stored_plan_id_row[0] |
| 114 | + if stored_plan_id != environment.plan_id: |
| 115 | + raise SQLMeshError( |
| 116 | + f"Plan '{environment.plan_id}' is no longer valid for the target environment '{environment.name}'. " |
| 117 | + f"Stored plan ID: '{stored_plan_id}'. Please recreate the plan and try again" |
| 118 | + ) |
| 119 | + |
| 120 | + environment.finalized_ts = now_timestamp() |
| 121 | + self.engine_adapter.update_table( |
| 122 | + self.environments_table, |
| 123 | + {"finalized_ts": environment.finalized_ts}, |
| 124 | + where=environment_filter, |
| 125 | + ) |
| 126 | + |
| 127 | + def delete_expired_environments(self) -> t.List[Environment]: |
| 128 | + """Deletes expired environments. |
| 129 | +
|
| 130 | + Returns: |
| 131 | + A list of deleted environments. |
| 132 | + """ |
| 133 | + now_ts = now_timestamp() |
| 134 | + filter_expr = exp.LTE( |
| 135 | + this=exp.column("expiration_ts"), |
| 136 | + expression=exp.Literal.number(now_ts), |
| 137 | + ) |
| 138 | + |
| 139 | + rows = fetchall( |
| 140 | + self.engine_adapter, |
| 141 | + self._environments_query( |
| 142 | + where=filter_expr, |
| 143 | + lock_for_update=True, |
| 144 | + ), |
| 145 | + ) |
| 146 | + environments = [self._environment_from_row(r) for r in rows] |
| 147 | + |
| 148 | + self.engine_adapter.delete_from( |
| 149 | + self.environments_table, |
| 150 | + where=filter_expr, |
| 151 | + ) |
| 152 | + |
| 153 | + return environments |
| 154 | + |
| 155 | + def get_environments(self) -> t.List[Environment]: |
| 156 | + """Fetches all environments. |
| 157 | +
|
| 158 | + Returns: |
| 159 | + A list of all environments. |
| 160 | + """ |
| 161 | + return [ |
| 162 | + self._environment_from_row(row) |
| 163 | + for row in fetchall(self.engine_adapter, self._environments_query()) |
| 164 | + ] |
| 165 | + |
| 166 | + def get_environments_summary(self) -> t.Dict[str, int]: |
| 167 | + """Fetches all environment names along with expiry datetime. |
| 168 | +
|
| 169 | + Returns: |
| 170 | + A dict of all environment names along with expiry datetime. |
| 171 | + """ |
| 172 | + return dict( |
| 173 | + fetchall( |
| 174 | + self.engine_adapter, |
| 175 | + self._environments_query(required_fields=["name", "expiration_ts"]), |
| 176 | + ), |
| 177 | + ) |
| 178 | + |
| 179 | + def get_environment( |
| 180 | + self, environment: str, lock_for_update: bool = False |
| 181 | + ) -> t.Optional[Environment]: |
| 182 | + """Fetches the environment if it exists. |
| 183 | +
|
| 184 | + Args: |
| 185 | + environment: The environment |
| 186 | + lock_for_update: Lock the snapshot rows for future update |
| 187 | +
|
| 188 | + Returns: |
| 189 | + The environment object. |
| 190 | + """ |
| 191 | + row = fetchone( |
| 192 | + self.engine_adapter, |
| 193 | + self._environments_query( |
| 194 | + where=exp.EQ( |
| 195 | + this=exp.column("name"), |
| 196 | + expression=exp.Literal.string(environment), |
| 197 | + ), |
| 198 | + lock_for_update=lock_for_update, |
| 199 | + ), |
| 200 | + ) |
| 201 | + |
| 202 | + if not row: |
| 203 | + return None |
| 204 | + |
| 205 | + env = self._environment_from_row(row) |
| 206 | + return env |
| 207 | + |
| 208 | + def _environment_from_row(self, row: t.Tuple[str, ...]) -> Environment: |
| 209 | + return Environment(**{field: row[i] for i, field in enumerate(Environment.all_fields())}) |
| 210 | + |
| 211 | + def _environments_query( |
| 212 | + self, |
| 213 | + where: t.Optional[str | exp.Expression] = None, |
| 214 | + lock_for_update: bool = False, |
| 215 | + required_fields: t.Optional[t.List[str]] = None, |
| 216 | + ) -> exp.Select: |
| 217 | + query_fields = required_fields if required_fields else Environment.all_fields() |
| 218 | + query = ( |
| 219 | + exp.select(*(exp.to_identifier(field) for field in query_fields)) |
| 220 | + .from_(self.environments_table) |
| 221 | + .where(where) |
| 222 | + ) |
| 223 | + if lock_for_update: |
| 224 | + return query.lock(copy=False) |
| 225 | + return query |
| 226 | + |
| 227 | + |
| 228 | +def _environment_to_df(environment: Environment) -> pd.DataFrame: |
| 229 | + return pd.DataFrame( |
| 230 | + [ |
| 231 | + { |
| 232 | + "name": environment.name, |
| 233 | + "snapshots": json.dumps(environment.snapshot_dicts()), |
| 234 | + "start_at": time_like_to_str(environment.start_at), |
| 235 | + "end_at": time_like_to_str(environment.end_at) if environment.end_at else None, |
| 236 | + "plan_id": environment.plan_id, |
| 237 | + "previous_plan_id": environment.previous_plan_id, |
| 238 | + "expiration_ts": environment.expiration_ts, |
| 239 | + "finalized_ts": environment.finalized_ts, |
| 240 | + "promoted_snapshot_ids": ( |
| 241 | + json.dumps(environment.promoted_snapshot_id_dicts()) |
| 242 | + if environment.promoted_snapshot_ids is not None |
| 243 | + else None |
| 244 | + ), |
| 245 | + "suffix_target": environment.suffix_target.value, |
| 246 | + "catalog_name_override": environment.catalog_name_override, |
| 247 | + "previous_finalized_snapshots": ( |
| 248 | + json.dumps(environment.previous_finalized_snapshot_dicts()) |
| 249 | + if environment.previous_finalized_snapshots is not None |
| 250 | + else None |
| 251 | + ), |
| 252 | + "normalize_name": environment.normalize_name, |
| 253 | + "requirements": json.dumps(environment.requirements), |
| 254 | + } |
| 255 | + ] |
| 256 | + ) |
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