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55 changes: 25 additions & 30 deletions data_diff/dbt_parser.py
Original file line number Diff line number Diff line change
Expand Up @@ -4,9 +4,12 @@
import os
from pathlib import Path
from typing import List, Dict, Tuple, Set, Optional
import yaml

from packaging.version import parse as parse_version
import pydantic
from dbt_artifacts_parser.parser import parse_run_results, parse_manifest
from dbt.config.renderer import ProfileRenderer

from .utils import getLogger, get_from_dict_with_raise
from .version import __version__
Expand All @@ -15,23 +18,9 @@
logger = getLogger(__name__)


def import_dbt_dependencies():
try:
from dbt_artifacts_parser.parser import parse_run_results, parse_manifest
from dbt.config.renderer import ProfileRenderer
import yaml
except ImportError:
raise RuntimeError("Could not import 'dbt' package. You can install it using: pip install 'data-diff[dbt]'.")

# dbt 1.5+ specific stuff to power selection of models
try:
# ProfileRenderer.render_data() fails without instantiating global flag MACRO_DEBUGGING in dbt-core 1.5
from dbt.flags import set_flags

set_flags(Namespace(MACRO_DEBUGGING=False))
except:
pass

# getting this dbt_runner will only succeed in dbt-core>=1.5
# it's needed for `--select` functionality
def try_get_dbt_runner():
try:
from dbt.cli.main import dbtRunner
except ImportError:
Expand All @@ -42,7 +31,18 @@ def import_dbt_dependencies():
else:
dbt_runner = None

return parse_run_results, parse_manifest, ProfileRenderer, yaml, dbt_runner
return dbt_runner


# ProfileRenderer.render_data() fails without instantiating global flag MACRO_DEBUGGING in dbt-core 1.5
# hacky but seems to be a bug on dbt's end
def try_set_dbt_flags():
try:
from dbt.flags import set_flags

set_flags(Namespace(MACRO_DEBUGGING=False))
except:
pass


RUN_RESULTS_PATH = "target/run_results.json"
Expand Down Expand Up @@ -77,13 +77,8 @@ class TDatadiffModelConfig(pydantic.BaseModel):

class DbtParser:
def __init__(self, profiles_dir_override: str, project_dir_override: str) -> None:
(
self.parse_run_results,
self.parse_manifest,
self.ProfileRenderer,
self.yaml,
self.dbt_runner,
) = import_dbt_dependencies()
try_set_dbt_flags()
self.dbt_runner = try_get_dbt_runner()
self.profiles_dir = Path(profiles_dir_override or default_profiles_dir())
self.project_dir = Path(project_dir_override or default_project_dir())
self.connection = {}
Expand Down Expand Up @@ -173,7 +168,7 @@ def get_run_results_models(self):
with open(self.project_dir / RUN_RESULTS_PATH) as run_results:
logger.info(f"Parsing file {RUN_RESULTS_PATH}")
run_results_dict = json.load(run_results)
run_results_obj = self.parse_run_results(run_results=run_results_dict)
run_results_obj = parse_run_results(run_results=run_results_dict)

dbt_version = parse_version(run_results_obj.metadata.dbt_version)

Expand All @@ -199,28 +194,28 @@ def get_manifest_obj(self):
with open(self.project_dir / MANIFEST_PATH) as manifest:
logger.info(f"Parsing file {MANIFEST_PATH}")
manifest_dict = json.load(manifest)
manifest_obj = self.parse_manifest(manifest=manifest_dict)
manifest_obj = parse_manifest(manifest=manifest_dict)
return manifest_obj

def get_project_dict(self):
with open(self.project_dir / PROJECT_FILE) as project:
logger.info(f"Parsing file {PROJECT_FILE}")
project_dict = self.yaml.safe_load(project)
project_dict = yaml.safe_load(project)
return project_dict

def get_connection_creds(self) -> Tuple[Dict[str, str], str]:
profiles_path = self.profiles_dir / PROFILES_FILE
with open(profiles_path) as profiles:
logger.info(f"Parsing file {profiles_path}")
profiles = self.yaml.safe_load(profiles)
profiles = yaml.safe_load(profiles)

dbt_profile_var = self.project_dict.get("profile")

profile = get_from_dict_with_raise(
profiles, dbt_profile_var, f"No profile '{dbt_profile_var}' found in '{profiles_path}'."
)
# values can contain env_vars
rendered_profile = self.ProfileRenderer().render_data(profile)
rendered_profile = ProfileRenderer().render_data(profile)
profile_target = get_from_dict_with_raise(
rendered_profile, "target", f"No target found in profile '{dbt_profile_var}' in '{profiles_path}'."
)
Expand Down
4 changes: 2 additions & 2 deletions data_diff/sqeleton/databases/base.py
Original file line number Diff line number Diff line change
Expand Up @@ -36,7 +36,7 @@
DbTime,
DbPath,
Boolean,
JSON
JSON,
)
from ..abcs.mixins import Compilable
from ..abcs.mixins import (
Expand All @@ -63,7 +63,7 @@ def _inner():
except ModuleNotFoundError as e:
s = text
if package:
s += f"You can install it using 'pip install data_diff[{package}]'."
s += f"Please complete setup by running: pip install 'data_diff[{package}]'."
raise ModuleNotFoundError(f"{e}\n\n{s}\n")

return _inner
Expand Down
6 changes: 3 additions & 3 deletions poetry.lock

Some generated files are not rendered by default. Learn more about how customized files appear on GitHub.

6 changes: 3 additions & 3 deletions pyproject.toml
Original file line number Diff line number Diff line change
Expand Up @@ -40,8 +40,8 @@ trino = {version="^0.314.0", optional=true}
presto-python-client = {version="*", optional=true}
clickhouse-driver = {version="*", optional=true}
duckdb = {version="^0.7.0", optional=true}
dbt-artifacts-parser = {version="^0.3.0", optional=true}
dbt-core = {version="^1.0.0", optional=true}
dbt-artifacts-parser = {version="^0.3.0"}
dbt-core = {version="^1.0.0"}
keyring = "*"
tabulate = "^0.9.0"
preql = {version="^0.2.19", optional=true}
Expand Down Expand Up @@ -71,6 +71,7 @@ dbt-core = "^1.0.0"
preql = ["preql"]
mysql = ["mysql-connector-python"]
postgresql = ["psycopg2"]
redshift = ["psycopg2"]
snowflake = ["snowflake-connector-python", "cryptography"]
presto = ["presto-python-client"]
oracle = ["cx_Oracle"]
Expand All @@ -79,7 +80,6 @@ trino = ["trino"]
clickhouse = ["clickhouse-driver"]
vertica = ["vertica-python"]
duckdb = ["duckdb"]
dbt = ["dbt-core", "dbt-artifacts-parser"]

[build-system]
requires = ["poetry-core>=1.0.0"]
Expand Down
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