|
| 1 | +from typing import Type |
| 2 | + |
| 3 | +from dateutil.parser import parse as date_parse |
| 4 | +from dotenv import load_dotenv |
| 5 | +from loguru import logger |
| 6 | +from sqlalchemy.exc import MultipleResultsFound |
| 7 | +from sqlalchemy.orm import selectinload |
| 8 | +from sqlmodel import Session, SQLModel, select |
| 9 | +from sqlmodel.sql.expression import SelectOfScalar |
| 10 | + |
| 11 | +from sqlmodel_crud_utils.utils import get_sql_dialect_import, get_val |
| 12 | + |
| 13 | +load_dotenv() # take environment variables from .env. |
| 14 | + |
| 15 | +upsert = get_sql_dialect_import(dialect=get_val("SQL_DIALECT")) |
| 16 | + |
| 17 | + |
| 18 | +def get_result_from_query(query: SelectOfScalar, session: Session): |
| 19 | + """ |
| 20 | + Processes an SQLModel query object and returns a singular result from the |
| 21 | + return payload. If more than one row is returned, then only the first row is |
| 22 | + returned. If no rows are available, then a null value is returned. |
| 23 | +
|
| 24 | + :param query: SelectOfScalar |
| 25 | + :param session: Session |
| 26 | +
|
| 27 | + :return: Row |
| 28 | + """ |
| 29 | + results = session.exec(query) |
| 30 | + try: |
| 31 | + results = results.one_or_none() |
| 32 | + except MultipleResultsFound: |
| 33 | + results = session.exec(query) |
| 34 | + results = results.first() |
| 35 | + |
| 36 | + return results |
| 37 | + |
| 38 | + |
| 39 | +def get_one_or_create( |
| 40 | + session_inst: Session, |
| 41 | + model: type[SQLModel], |
| 42 | + create_method_kwargs: dict = None, |
| 43 | + selectin: bool = False, |
| 44 | + select_in_key: str | None = None, |
| 45 | + **kwargs, |
| 46 | +): |
| 47 | + """ |
| 48 | + This function either returns an existing data row from the database or |
| 49 | + creates a new instance and saves it to the DB. |
| 50 | +
|
| 51 | + :param session_inst: Session |
| 52 | + :param model: SQLModel ORM |
| 53 | + :param create_method_kwargs: dict |
| 54 | + :param selectin: bool |
| 55 | + :param select_in_key: str | None |
| 56 | + :param kwargs: keyword args |
| 57 | + :return: Tuple[Row, bool] |
| 58 | + """ |
| 59 | + |
| 60 | + def _get_entry(sqlmodel, **key_args): |
| 61 | + stmnt = select(sqlmodel).filter_by(**key_args) |
| 62 | + results = get_result_from_query(query=stmnt, session=session_inst) |
| 63 | + |
| 64 | + if results: |
| 65 | + if selectin and select_in_key: |
| 66 | + stmnt = stmnt.options( |
| 67 | + selectinload(getattr(sqlmodel, select_in_key)) |
| 68 | + ) |
| 69 | + results = get_result_from_query( |
| 70 | + query=stmnt, session=session_inst |
| 71 | + ) |
| 72 | + return results, True |
| 73 | + else: |
| 74 | + return results, False |
| 75 | + |
| 76 | + results, exists = _get_entry(model, **kwargs) |
| 77 | + if results: |
| 78 | + return results, exists |
| 79 | + else: |
| 80 | + kwargs.update(create_method_kwargs or {}) |
| 81 | + created = model() |
| 82 | + [setattr(created, k, v) for k, v in kwargs.items()] |
| 83 | + session_inst.add(created) |
| 84 | + session_inst.commit() |
| 85 | + return created, False |
| 86 | + |
| 87 | + |
| 88 | +def write_row(data_row: Type[SQLModel], session_inst: Session): |
| 89 | + """ |
| 90 | + Writes a new instance of an SQLModel ORM model to the database, with an |
| 91 | + exception catch that rolls back the session in the event of failure. |
| 92 | +
|
| 93 | + :param data_row: Type[SQLModel] |
| 94 | + :param session_inst: Session |
| 95 | + :return: Tuple[bool, ScalarResult] |
| 96 | + """ |
| 97 | + try: |
| 98 | + session_inst.add(data_row) |
| 99 | + session_inst.commit() |
| 100 | + |
| 101 | + return True, data_row |
| 102 | + except Exception as e: |
| 103 | + session_inst.rollback() |
| 104 | + logger.error( |
| 105 | + f"Writing data row to table failed. See error message: " |
| 106 | + f"{type(e), e, e.args}" |
| 107 | + ) |
| 108 | + |
| 109 | + return False, None |
| 110 | + |
| 111 | + |
| 112 | +def insert_data_rows(data_rows, session_inst: Session): |
| 113 | + try: |
| 114 | + session_inst.add_all(data_rows) |
| 115 | + session_inst.commit() |
| 116 | + |
| 117 | + return True, data_rows |
| 118 | + |
| 119 | + except Exception as e: |
| 120 | + logger.error( |
| 121 | + f"Writing data rows to table failed. See error message: " |
| 122 | + f"{type(e), e, e.args}" |
| 123 | + ) |
| 124 | + logger.info( |
| 125 | + "Attempting to write individual entries. This can be a " |
| 126 | + "bit taxing, so please consider your payload to the DB" |
| 127 | + ) |
| 128 | + |
| 129 | + session_inst.rollback() |
| 130 | + processed_rows, failed_rows = [], [] |
| 131 | + for row in data_rows: |
| 132 | + success, processed_row = write_row(row, session_inst=session_inst) |
| 133 | + if not success: |
| 134 | + failed_rows.append(row) |
| 135 | + else: |
| 136 | + processed_rows.append(row) |
| 137 | + |
| 138 | + if processed_rows: |
| 139 | + status = True |
| 140 | + else: |
| 141 | + status = (False,) |
| 142 | + return status, {"success": processed_rows, "failed": failed_rows} |
| 143 | + |
| 144 | + |
| 145 | +def get_row( |
| 146 | + id_str: str or int, |
| 147 | + session_inst: Session, |
| 148 | + model: type[SQLModel], |
| 149 | + selectin: bool = False, |
| 150 | + select_in_keys: list[str] | None = None, |
| 151 | + pk_field: str = "id", |
| 152 | +): |
| 153 | + stmnt = select(model).where(getattr(model, pk_field) == id_str) |
| 154 | + if selectin and select_in_keys: |
| 155 | + if isinstance(select_in_keys, list) is False: |
| 156 | + select_in_keys = [select_in_keys] |
| 157 | + |
| 158 | + for key in select_in_keys: |
| 159 | + stmnt = stmnt.options(selectinload(getattr(model, key))) |
| 160 | + results = session_inst.exec(stmnt) |
| 161 | + |
| 162 | + row = results.one_or_none() |
| 163 | + |
| 164 | + if not row: |
| 165 | + success = False |
| 166 | + else: |
| 167 | + success = True |
| 168 | + |
| 169 | + return success, row |
| 170 | + |
| 171 | + |
| 172 | +def get_rows( |
| 173 | + session_inst: Session, |
| 174 | + model: type[SQLModel], |
| 175 | + selectin: bool = False, |
| 176 | + select_in_keys: list[str] | None = None, |
| 177 | + page_size: int = 100, |
| 178 | + page: int = 1, |
| 179 | + stmnt: SelectOfScalar | None = None, |
| 180 | + **kwargs, |
| 181 | +): |
| 182 | + # kwargs = {k: v for k, v in kwargs.items() if v} |
| 183 | + if stmnt is None: |
| 184 | + stmnt = select(model) |
| 185 | + if kwargs: |
| 186 | + if ["date" in x for x in kwargs] and any( |
| 187 | + x in y for y in kwargs for x in ("lte", "gte") |
| 188 | + ): |
| 189 | + date_keys = [x for x in kwargs.keys() if "date" in x] |
| 190 | + for key in date_keys: |
| 191 | + if "lte" in key: |
| 192 | + model_key = key.replace("__lte", "") |
| 193 | + date_val = kwargs.pop(key) |
| 194 | + if isinstance(date_val, str): |
| 195 | + date_val = date_parse(date_val) |
| 196 | + stmnt = stmnt.where( |
| 197 | + getattr(model, model_key) < date_val |
| 198 | + ) |
| 199 | + elif "gte" in key: |
| 200 | + model_key = key.replace("__gte", "") |
| 201 | + logger.info(model_key) |
| 202 | + date_val = kwargs.pop(key) |
| 203 | + if isinstance(date_val, str): |
| 204 | + date_val = date_parse(date_val) |
| 205 | + stmnt = stmnt.where( |
| 206 | + getattr(model, model_key) > date_val |
| 207 | + ) |
| 208 | + else: |
| 209 | + date_val = kwargs.pop(key) |
| 210 | + if isinstance(date_val, str): |
| 211 | + date_val = date_parse(date_val) |
| 212 | + stmnt = stmnt.where(getattr(model, key) == date_val) |
| 213 | + elif "date" in kwargs: |
| 214 | + date_keys = [x for x in kwargs.keys() if "date" in x] |
| 215 | + for key in date_keys: |
| 216 | + stmnt = stmnt.where(getattr(model, key) == kwargs.pop(key)) |
| 217 | + else: |
| 218 | + pass |
| 219 | + sort_desc, sort_field = ( |
| 220 | + kwargs.pop(x, None) for x in ("sort_desc", "sort_field") |
| 221 | + ) |
| 222 | + if sort_field and sort_desc: |
| 223 | + stmnt = stmnt.order_by(getattr(model, sort_field).desc()) |
| 224 | + elif sort_field: |
| 225 | + stmnt = stmnt.order_by(getattr(model, sort_field)) |
| 226 | + else: |
| 227 | + pass |
| 228 | + stmnt = stmnt.filter_by(**kwargs) |
| 229 | + |
| 230 | + if selectin and select_in_keys: |
| 231 | + if isinstance(select_in_keys, list) is False: |
| 232 | + select_in_keys = [select_in_keys] |
| 233 | + for key in select_in_keys: |
| 234 | + stmnt = stmnt.options(selectinload(getattr(model, key))) |
| 235 | + |
| 236 | + stmnt = stmnt.offset(page - 1).limit(page_size) |
| 237 | + _result = session_inst.exec(stmnt) |
| 238 | + results = _result.all() |
| 239 | + success = True if len(results) > 0 else False |
| 240 | + |
| 241 | + return success, results |
| 242 | + |
| 243 | + |
| 244 | +def get_rows_within_id_list( |
| 245 | + id_str_list: list[str | int], |
| 246 | + session_inst: Session, |
| 247 | + model: type[SQLModel], |
| 248 | + pk_field: str = "id", |
| 249 | +): |
| 250 | + stmnt = select(model).where(getattr(model, pk_field).in_(id_str_list)) |
| 251 | + results = session_inst.exec(stmnt) |
| 252 | + |
| 253 | + if results: |
| 254 | + success = True |
| 255 | + else: |
| 256 | + success = False |
| 257 | + |
| 258 | + return success, results |
| 259 | + |
| 260 | + |
| 261 | +def delete_row( |
| 262 | + id_str: str or int, |
| 263 | + session_inst: Session, |
| 264 | + model: type[SQLModel], |
| 265 | + pk_field: str = "id", |
| 266 | +): |
| 267 | + success = False |
| 268 | + stmnt = select(model).where(getattr(model, pk_field) == id_str) |
| 269 | + results = session_inst.exec(stmnt) |
| 270 | + |
| 271 | + row = results.one_or_none() |
| 272 | + |
| 273 | + if not row: |
| 274 | + pass |
| 275 | + else: |
| 276 | + try: |
| 277 | + session_inst.delete(row) |
| 278 | + session_inst.commit() |
| 279 | + success = True |
| 280 | + except Exception as e: |
| 281 | + logger.error( |
| 282 | + f"Failed to delete data row. Please see error messages here: " |
| 283 | + f"{type(e), e, e.args}" |
| 284 | + ) |
| 285 | + session_inst.rollback() |
| 286 | + |
| 287 | + return success |
| 288 | + |
| 289 | + |
| 290 | +def bulk_upsert_mappings( |
| 291 | + payload: list, |
| 292 | + session_inst: Session, |
| 293 | + model: type[SQLModel], |
| 294 | + pk_field: str = "id", |
| 295 | +): |
| 296 | + try: |
| 297 | + stmnt = upsert(model).values(payload) |
| 298 | + stmnt = stmnt.on_conflict_do_update( |
| 299 | + index_elements=[getattr(model, pk_field)], |
| 300 | + set_={k: getattr(stmnt.excluded, k) for k in payload[0].keys()}, |
| 301 | + ) |
| 302 | + session_inst.execute(stmnt) |
| 303 | + |
| 304 | + session_inst.commit() |
| 305 | + |
| 306 | + return True |
| 307 | + |
| 308 | + except Exception as e: |
| 309 | + logger.error( |
| 310 | + f"Failed to upsert values to DB. Please see error: " |
| 311 | + f"{type(e), e, e.args}" |
| 312 | + ) |
| 313 | + return False |
| 314 | + |
| 315 | + |
| 316 | +def update_row( |
| 317 | + id_str: int | str, |
| 318 | + data: dict, |
| 319 | + session_inst: Session, |
| 320 | + model: type[SQLModel], |
| 321 | + pk_field: str = "id", |
| 322 | +): |
| 323 | + success = False |
| 324 | + stmnt = select(model).where(getattr(model, pk_field) == id_str) |
| 325 | + results = session_inst.exec(stmnt) |
| 326 | + |
| 327 | + row = results.one_or_none() |
| 328 | + |
| 329 | + if row: |
| 330 | + [setattr(row, k, v) for k, v in data.items()] |
| 331 | + try: |
| 332 | + session_inst.add(row) |
| 333 | + session_inst.commit() |
| 334 | + success = True |
| 335 | + except Exception as e: |
| 336 | + session_inst.rollback() |
| 337 | + logger.error( |
| 338 | + f"Updating the data row failed. See error messages: " |
| 339 | + f"{type(e), e, e.args}" |
| 340 | + ) |
| 341 | + return success, row |
| 342 | + else: |
| 343 | + return success, None |
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