|
| 1 | +from dataclasses import dataclass, field |
| 2 | +import importlib |
| 3 | +from pathlib import Path |
| 4 | +from typing import List |
| 5 | +from fal_serverless import isolated, sync_dir |
| 6 | +import os |
| 7 | + |
| 8 | + |
| 9 | +@isolated() |
| 10 | +def serverless_runner(project_dir, profiles_dir, command, args: List[str] = []): |
| 11 | + from dbt.cli.main import dbtRunner |
| 12 | + |
| 13 | + runner = dbtRunner() |
| 14 | + |
| 15 | + cli_args = [ |
| 16 | + command, |
| 17 | + "--project-dir", |
| 18 | + project_dir, |
| 19 | + "--profiles-dir", |
| 20 | + profiles_dir, |
| 21 | + ] |
| 22 | + cli_args.extend(args) |
| 23 | + |
| 24 | + runner.invoke(cli_args) |
| 25 | + |
| 26 | + |
| 27 | +@dataclass |
| 28 | +class FalServerlessRunner: |
| 29 | + project_dir: str |
| 30 | + profiles_dir: str |
| 31 | + dbt_version: str = field(init=False) |
| 32 | + data_project_dir: str = field(init=False) |
| 33 | + data_profiles_dir: str = field(init=False) |
| 34 | + |
| 35 | + def _sync_directories(self): |
| 36 | + sync_dir( |
| 37 | + self.project_dir, |
| 38 | + self.data_project_dir, |
| 39 | + ) |
| 40 | + sync_dir(self.profiles_dir, self.data_profiles_dir) |
| 41 | + |
| 42 | + def __post_init__(self): |
| 43 | + from dbt.cli.main import dbtRunner |
| 44 | + |
| 45 | + cli_args = [ |
| 46 | + "--project-dir", |
| 47 | + self.project_dir, |
| 48 | + "--profiles-dir", |
| 49 | + self.profiles_dir, |
| 50 | + ] |
| 51 | + runner = dbtRunner() |
| 52 | + metadata = runner.invoke(["parse"] + cli_args).result.metadata |
| 53 | + plugin_name = metadata.adapter_type |
| 54 | + |
| 55 | + try: |
| 56 | + mod = importlib.import_module(f"dbt.adapters.{plugin_name}.__version__") |
| 57 | + except ImportError: |
| 58 | + raise ValueError( |
| 59 | + f"Could not determine which adapter version is being used: {plugin_name}" |
| 60 | + ) |
| 61 | + |
| 62 | + # easiest way to get the version, there might be better ways in the future |
| 63 | + dbt_version = f"dbt-{plugin_name}=={mod.version}" |
| 64 | + |
| 65 | + self.data_project_dir = str(Path("/data") / os.path.basename(self.project_dir)) |
| 66 | + self.data_profiles_dir = str( |
| 67 | + Path("/data") / os.path.basename(self.profiles_dir) |
| 68 | + ) |
| 69 | + self.dbt_version = dbt_version |
| 70 | + |
| 71 | + def seed(self, args: List[str] = [], sync: bool = True): |
| 72 | + if sync: |
| 73 | + self._sync_directories() |
| 74 | + |
| 75 | + serverless_runner.on(requirements=[self.dbt_version])( |
| 76 | + self.data_project_dir, self.data_profiles_dir, "seed", args |
| 77 | + ) |
| 78 | + |
| 79 | + def run(self, args: List[str] = [], sync: bool = True): |
| 80 | + if sync: |
| 81 | + self._sync_directories() |
| 82 | + |
| 83 | + serverless_runner.on(requirements=[self.dbt_version])( |
| 84 | + self.data_project_dir, self.data_profiles_dir, "run", args |
| 85 | + ) |
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