From d56b30f08c7a591b609948f18752a262cf798157 Mon Sep 17 00:00:00 2001 From: Marcin Rudolf Date: Thu, 16 Jun 2022 14:27:10 +0200 Subject: [PATCH 1/7] moves pool runner to folder --- dlt/cli/dlt.py | 2 +- dlt/common/runners/__init__.py | 2 + .../{runners.py => runners/pool_runner.py} | 2 +- dlt/common/schema.py | 4 +- dlt/dbt_runner/runner.py | 4 +- dlt/loaders/loader.py | 4 +- dlt/pipeline/pipeline.py | 31 +++-- dlt/unpacker/unpacker.py | 4 +- poetry.lock | 60 +++++----- tests/common/test_runners.py | 107 +++++++++--------- 10 files changed, 111 insertions(+), 109 deletions(-) create mode 100644 dlt/common/runners/__init__.py rename dlt/common/{runners.py => runners/pool_runner.py} (98%) diff --git a/dlt/cli/dlt.py b/dlt/cli/dlt.py index cec9a82c6f..c5d48df285 100644 --- a/dlt/cli/dlt.py +++ b/dlt/cli/dlt.py @@ -1,7 +1,7 @@ import argparse from typing import Callable -from dlt.common.runners import TRunArgs, add_pool_cli_arguments +from dlt.common.runners.pool_runner import TRunArgs, add_pool_cli_arguments def main() -> None: diff --git a/dlt/common/runners/__init__.py b/dlt/common/runners/__init__.py new file mode 100644 index 0000000000..37c5f80275 --- /dev/null +++ b/dlt/common/runners/__init__.py @@ -0,0 +1,2 @@ +from . import pool_runner +from .pool_runner import TRunArgs, TRunMetrics, initialize_runner, run_pool \ No newline at end of file diff --git a/dlt/common/runners.py b/dlt/common/runners/pool_runner.py similarity index 98% rename from dlt/common/runners.py rename to dlt/common/runners/pool_runner.py index a29a1ea6b7..202acd60a8 100644 --- a/dlt/common/runners.py +++ b/dlt/common/runners/pool_runner.py @@ -88,7 +88,7 @@ def initialize_runner(C: Type[BasicConfiguration], run_args: Optional[TRunArgs] -def pool_runner(C: Type[PoolRunnerConfiguration], run_f: Callable[[TPool], TRunMetrics]) -> int: +def run_pool(C: Type[PoolRunnerConfiguration], run_f: Callable[[TPool], TRunMetrics]) -> int: # start pool pool: Pool = None if C.POOL_TYPE == "process": diff --git a/dlt/common/schema.py b/dlt/common/schema.py index 9033c63b47..7cd17a7ec5 100644 --- a/dlt/common/schema.py +++ b/dlt/common/schema.py @@ -110,8 +110,8 @@ def from_dict(cls, stored_schema: StoredSchema) -> "Schema": self._version = stored_schema["version"] self._preferred_types = stored_schema["preferred_types"] self._hints = stored_schema["hints"] - self._excludes = stored_schema["excludes"] - self._includes = stored_schema["includes"] + self._excludes = stored_schema.get("excludes", []) + self._includes = stored_schema.get("includes", []) # compile regexes self._compile_regexes() diff --git a/dlt/dbt_runner/runner.py b/dlt/dbt_runner/runner.py index 76a399dc5d..3aaf392ed4 100644 --- a/dlt/dbt_runner/runner.py +++ b/dlt/dbt_runner/runner.py @@ -9,7 +9,7 @@ from dlt.common.logger import process_internal_exception, is_json_logging from dlt.common.telemetry import get_logging_extras from dlt.common.file_storage import FileStorage -from dlt.common.runners import TRunArgs, create_default_args, initialize_runner, pool_runner +from dlt.common.runners import TRunArgs, initialize_runner, run_pool from dlt.common.telemetry import TRunMetrics from dlt.dbt_runner.configuration import DBTRunnerConfiguration, gen_configuration_variant @@ -196,7 +196,7 @@ def main(args: TRunArgs) -> int: process_internal_exception("init module") return -1 - return pool_runner(C, run) + return run_pool(C, run) def run_main(args: TRunArgs) -> None: diff --git a/dlt/loaders/loader.py b/dlt/loaders/loader.py index 1a1a6c48d1..0dfb4ff01e 100644 --- a/dlt/loaders/loader.py +++ b/dlt/loaders/loader.py @@ -6,7 +6,7 @@ from prometheus_client.metrics import MetricWrapperBase from dlt.common import sleep, logger -from dlt.common.runners import TRunArgs, TRunMetrics, create_default_args, initialize_runner, pool_runner +from dlt.common.runners import TRunArgs, TRunMetrics, initialize_runner, run_pool from dlt.common.logger import process_internal_exception, pretty_format_exception from dlt.common.exceptions import TerminalValueError from dlt.common.dataset_writers import TWriterType @@ -248,7 +248,7 @@ def main(args: TRunArgs) -> int: except Exception: process_internal_exception("run") return -1 - return pool_runner(C, load) + return run_pool(C, load) def run_main(args: TRunArgs) -> None: diff --git a/dlt/pipeline/pipeline.py b/dlt/pipeline/pipeline.py index 50ee196f96..2c311c0f04 100644 --- a/dlt/pipeline/pipeline.py +++ b/dlt/pipeline/pipeline.py @@ -9,13 +9,12 @@ from typing import Callable, Dict, Iterable, Iterator, List, Literal, Sequence, Tuple, TypeVar, Union, Generic from prometheus_client import REGISTRY -from dlt.common import json, runners -from dlt.common import logger +from dlt.common import json, logger +from dlt.common.runners import pool_runner as runner, TRunArgs, TRunMetrics from dlt.common.configuration import BasicConfiguration, make_configuration from dlt.common.file_storage import FileStorage from dlt.common.logger import process_internal_exception from dlt.common.names import normalize_schema_name -from dlt.common.runners import TRunArgs, TRunMetrics from dlt.common.schema import Schema, StoredSchema from dlt.common.typing import DictStrAny, StrAny from dlt.common.utils import uniq_id, is_interactive @@ -51,7 +50,7 @@ def __init__(self, pipeline_name: str, log_level: str = "INFO") -> None: "NAME": pipeline_name, "LOG_LEVEL": log_level }) - runners.initialize_runner(C, TRunArgs(True, 0)) + runner.initialize_runner(C, TRunArgs(True, 0)) def create_pipeline(self, credentials: PipelineCredentials, working_dir: str = None, schema: Schema = None) -> None: # initialize root storage @@ -118,7 +117,7 @@ def extract(self, items: Iterator[TItem], schema_name: str = None, table_name: s try: self._extract_iterator(default_table_name, all_items) except: - raise PipelineStepFailed("extract", self.last_run_exception, runners.LAST_RUN_METRICS) + raise PipelineStepFailed("extract", self.last_run_exception, runner.LAST_RUN_METRICS) def unpack(self, workers: int = 1, max_events_in_chunk: int = 100000) -> None: if is_interactive() and workers > 1: @@ -129,16 +128,16 @@ def unpack(self, workers: int = 1, max_events_in_chunk: int = 100000) -> None: unpacker.CONFIG.MAX_EVENTS_IN_CHUNK = max_events_in_chunk # switch to thread pool for single worker unpacker.CONFIG.POOL_TYPE = "thread" if workers == 1 else "process" - runners.pool_runner(unpacker.CONFIG, unpacker.unpack) - if runners.LAST_RUN_METRICS.has_failed: - raise PipelineStepFailed("unpack", self.last_run_exception, runners.LAST_RUN_METRICS) + runner.run_pool(unpacker.CONFIG, unpacker.unpack) + if runner.LAST_RUN_METRICS.has_failed: + raise PipelineStepFailed("unpack", self.last_run_exception, runner.LAST_RUN_METRICS) def load(self, max_parallel_loads: int = 20) -> None: self._verify_loader_instance() loader.CONFIG.MAX_PARALLELISM = loader.CONFIG.MAX_PARALLEL_LOADS = max_parallel_loads - runners.pool_runner(loader.CONFIG, loader.load) - if runners.LAST_RUN_METRICS.has_failed: - raise PipelineStepFailed("load", self.last_run_exception, runners.LAST_RUN_METRICS) + runner.run_pool(loader.CONFIG, loader.load) + if runner.LAST_RUN_METRICS.has_failed: + raise PipelineStepFailed("load", self.last_run_exception, runner.LAST_RUN_METRICS) def flush(self) -> None: self.unpack() @@ -146,7 +145,7 @@ def flush(self) -> None: @property def last_run_exception(self) -> BaseException: - return runners.LAST_RUN_EXCEPTION + return runner.LAST_RUN_EXCEPTION def list_extracted_loads(self) -> Sequence[str]: return unpacker.unpack_storage.list_files_to_unpack_sorted() @@ -267,18 +266,18 @@ def _extract_iterator(self, default_table_name: str, items: Sequence[DictStrAny] load_id = uniq_id() self.extractor_storage.save_json(f"{load_id}.json", items) self.extractor_storage.commit_events( - self.pipeline_name, + self.default_schema_name, self.extractor_storage.storage._make_path(f"{load_id}.json"), default_table_name, len(items), load_id ) - runners.LAST_RUN_METRICS = TRunMetrics(was_idle=False, has_failed=False, pending_items=0) + runner.LAST_RUN_METRICS = TRunMetrics(was_idle=False, has_failed=False, pending_items=0) except Exception as ex: process_internal_exception("extracting iterator failed") - runners.LAST_RUN_METRICS = TRunMetrics(was_idle=False, has_failed=True, pending_items=0) - runners.LAST_RUN_EXCEPTION = ex + runner.LAST_RUN_METRICS = TRunMetrics(was_idle=False, has_failed=True, pending_items=0) + runner.LAST_RUN_EXCEPTION = ex raise @contextmanager diff --git a/dlt/unpacker/unpacker.py b/dlt/unpacker/unpacker.py index 02dc4fef97..e31a43aa06 100644 --- a/dlt/unpacker/unpacker.py +++ b/dlt/unpacker/unpacker.py @@ -6,7 +6,7 @@ from dlt.common import pendulum, signals, json, logger from dlt.common.json import custom_pua_decode -from dlt.common.runners import TRunArgs, TRunMetrics, create_default_args, pool_runner, initialize_runner +from dlt.common.runners import TRunArgs, TRunMetrics, run_pool, initialize_runner from dlt.common.storages.unpacker_storage import UnpackerStorage from dlt.common.telemetry import get_logging_extras from dlt.common.utils import uniq_id @@ -250,7 +250,7 @@ def main(args: TRunArgs, extract_f: TExtractFunc, default_schemas_path: str = No process_internal_exception("init module") return -1 # unpack - return pool_runner(C, unpack) + return run_pool(C, unpack) def run_main(args: TRunArgs) -> None: diff --git a/poetry.lock b/poetry.lock index ae7d55b6a4..4a211bdf7d 100644 --- a/poetry.lock +++ b/poetry.lock @@ -43,7 +43,7 @@ tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (> [[package]] name = "babel" -version = "2.10.1" +version = "2.10.2" description = "Internationalization utilities" category = "main" optional = true @@ -73,14 +73,14 @@ yaml = ["pyyaml"] [[package]] name = "boto3" -version = "1.24.5" +version = "1.24.8" description = "The AWS SDK for Python" category = "main" optional = true python-versions = ">= 3.7" [package.dependencies] -botocore = ">=1.27.5,<1.28.0" +botocore = ">=1.27.8,<1.28.0" jmespath = ">=0.7.1,<2.0.0" s3transfer = ">=0.6.0,<0.7.0" @@ -89,7 +89,7 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"] [[package]] name = "botocore" -version = "1.27.5" +version = "1.27.8" description = "Low-level, data-driven core of boto 3." category = "main" optional = true @@ -350,7 +350,7 @@ reauth = ["pyu2f (>=0.1.5)"] [[package]] name = "google-cloud-bigquery" -version = "2.34.3" +version = "2.34.4" description = "Google BigQuery API client library" category = "main" optional = true @@ -361,9 +361,9 @@ google-api-core = {version = ">=1.31.5,<2.0.0 || >2.3.0,<3.0.0dev", extras = ["g google-cloud-core = ">=1.4.1,<3.0.0dev" google-resumable-media = ">=0.6.0,<3.0dev" grpcio = ">=1.38.1,<2.0dev" -packaging = ">=14.3" -proto-plus = ">=1.15.0" -protobuf = ">=3.12.0" +packaging = ">=14.3,<22.0dev" +proto-plus = ">=1.15.0,<2.0.0dev" +protobuf = ">=3.12.0,<4.0.0dev" python-dateutil = ">=2.7.2,<3.0dev" requests = ">=2.18.0,<3.0.0dev" @@ -379,7 +379,7 @@ tqdm = ["tqdm (>=4.7.4,<5.0.0dev)"] [[package]] name = "google-cloud-core" -version = "2.3.0" +version = "2.3.1" description = "Google Cloud API client core library" category = "main" optional = true @@ -698,7 +698,7 @@ python-versions = "*" [[package]] name = "networkx" -version = "2.8.3" +version = "2.8.4" description = "Python package for creating and manipulating graphs and networks" category = "main" optional = true @@ -707,7 +707,7 @@ python-versions = ">=3.8" [package.extras] default = ["numpy (>=1.19)", "scipy (>=1.8)", "matplotlib (>=3.4)", "pandas (>=1.3)"] developer = ["pre-commit (>=2.19)", "mypy (>=0.960)"] -doc = ["sphinx (>=4.5)", "pydata-sphinx-theme (>=0.8.1)", "sphinx-gallery (>=0.10)", "numpydoc (>=1.3)", "pillow (>=9.1)", "nb2plots (>=0.6)", "texext (>=0.6.6)"] +doc = ["sphinx (>=5)", "pydata-sphinx-theme (>=0.9)", "sphinx-gallery (>=0.10)", "numpydoc (>=1.4)", "pillow (>=9.1)", "nb2plots (>=0.6)", "texext (>=0.6.6)"] extra = ["lxml (>=4.6)", "pygraphviz (>=1.9)", "pydot (>=1.4.2)", "sympy (>=1.10)"] test = ["pytest (>=7.1)", "pytest-cov (>=3.0)", "codecov (>=2.1)"] @@ -1005,20 +1005,20 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*" [[package]] name = "requests" -version = "2.27.1" +version = "2.28.0" description = "Python HTTP for Humans." category = "main" optional = false -python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*" +python-versions = ">=3.7, <4" [package.dependencies] certifi = ">=2017.4.17" -charset-normalizer = {version = ">=2.0.0,<2.1.0", markers = "python_version >= \"3\""} -idna = {version = ">=2.5,<4", markers = "python_version >= \"3\""} +charset-normalizer = ">=2.0.0,<2.1.0" +idna = ">=2.5,<4" urllib3 = ">=1.21.1,<1.27" [package.extras] -socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"] +socks = ["PySocks (>=1.5.6,!=1.5.7)"] use_chardet_on_py3 = ["chardet (>=3.0.2,<5)"] [[package]] @@ -1279,20 +1279,20 @@ attrs = [ {file = "attrs-21.4.0.tar.gz", hash = "sha256:626ba8234211db98e869df76230a137c4c40a12d72445c45d5f5b716f076e2fd"}, ] babel = [ - {file = "Babel-2.10.1-py3-none-any.whl", hash = "sha256:3f349e85ad3154559ac4930c3918247d319f21910d5ce4b25d439ed8693b98d2"}, - {file = "Babel-2.10.1.tar.gz", hash = "sha256:98aeaca086133efb3e1e2aad0396987490c8425929ddbcfe0550184fdc54cd13"}, + {file = "Babel-2.10.2-py3-none-any.whl", hash = "sha256:81a3beca4d0cd40a9cfb9e2adb2cf39261c2f959b92e7a74750befe5d79afd7b"}, + {file = "Babel-2.10.2.tar.gz", hash = "sha256:7aed055f0c04c9e7f51a2f75261e41e1c804efa724cb65b60a970dd4448d469d"}, ] bandit = [ {file = "bandit-1.7.4-py3-none-any.whl", hash = "sha256:412d3f259dab4077d0e7f0c11f50f650cc7d10db905d98f6520a95a18049658a"}, {file = "bandit-1.7.4.tar.gz", hash = "sha256:2d63a8c573417bae338962d4b9b06fbc6080f74ecd955a092849e1e65c717bd2"}, ] boto3 = [ - {file = "boto3-1.24.5-py3-none-any.whl", hash = "sha256:c414013899a63a2d1574e6405fbdc2a8379dae71b7d4defdfdc6682ad75df079"}, - {file = "boto3-1.24.5.tar.gz", hash = "sha256:7d9f636f4a3327968fec2ba1d556c0d4644917a7f041e8ecc1adf299603093f4"}, + {file = "boto3-1.24.8-py3-none-any.whl", hash = "sha256:28ab0947c49a6fb2409004d4a10b2828aec231cb95ca1d800cb1411e191cc201"}, + {file = "boto3-1.24.8.tar.gz", hash = "sha256:833e67edfb73f2cc22ff27a1c33728686dc90a9e81ba2551f9462ea2d1b04f41"}, ] botocore = [ - {file = "botocore-1.27.5-py3-none-any.whl", hash = "sha256:326f3fae882524007edf2c9e352169abe4cb8fb87c148ca559522b99d8dfdc74"}, - {file = "botocore-1.27.5.tar.gz", hash = "sha256:2cc567c453eca85a7140bd984be4c761fddd938f4fb26e4747655f0849d64f25"}, + {file = "botocore-1.27.8-py3-none-any.whl", hash = "sha256:ad92702930d6cb7b587fc2f619672feb74d5218f8de387a28c2905820db79027"}, + {file = "botocore-1.27.8.tar.gz", hash = "sha256:db6667b8dfd175d16187653942cd91dd1f0cf36adc0ea9d7a0805ba4d2a3321f"}, ] cachetools = [ {file = "cachetools-5.2.0-py3-none-any.whl", hash = "sha256:f9f17d2aec496a9aa6b76f53e3b614c965223c061982d434d160f930c698a9db"}, @@ -1432,12 +1432,12 @@ google-auth = [ {file = "google_auth-2.7.0-py2.py3-none-any.whl", hash = "sha256:df549a1433108801b11bdcc0e312eaf0d5f0500db42f0523e4d65c78722e8475"}, ] google-cloud-bigquery = [ - {file = "google-cloud-bigquery-2.34.3.tar.gz", hash = "sha256:0ab6362a86a29f17e379e886b49544bc0b75626902a48d12c13a0b47f821bf4a"}, - {file = "google_cloud_bigquery-2.34.3-py2.py3-none-any.whl", hash = "sha256:d702c609e57a3d7d7fbd37e4913d8d0e0e77eabaf7119037ceaa33e2370d7dcb"}, + {file = "google-cloud-bigquery-2.34.4.tar.gz", hash = "sha256:14a4f996411556757b5d32f11a0ebf34257d6fc5c60d53fb66e674a63a7bf9ca"}, + {file = "google_cloud_bigquery-2.34.4-py2.py3-none-any.whl", hash = "sha256:7c6dc11e6bd65a5981a8bc18a472e6132e9aaa1fa5363f1680a9425dd3868660"}, ] google-cloud-core = [ - {file = "google-cloud-core-2.3.0.tar.gz", hash = "sha256:fdaa629e6174b4177c2d56eb8ab1ddd87661064d0a3e9bb06b62e4d7e2344669"}, - {file = "google_cloud_core-2.3.0-py2.py3-none-any.whl", hash = "sha256:35900f614045a33d5208e1d50f0d7945df98ce088388ce7237e7a2db12d5656e"}, + {file = "google-cloud-core-2.3.1.tar.gz", hash = "sha256:34334359cb04187bdc80ddcf613e462dfd7a3aabbc3fe4d118517ab4b9303d53"}, + {file = "google_cloud_core-2.3.1-py2.py3-none-any.whl", hash = "sha256:113ba4f492467d5bd442c8d724c1a25ad7384045c3178369038840ecdd19346c"}, ] google-crc32c = [ {file = "google-crc32c-1.3.0.tar.gz", hash = "sha256:276de6273eb074a35bc598f8efbc00c7869c5cf2e29c90748fccc8c898c244df"}, @@ -1771,8 +1771,8 @@ mypy-extensions = [ {file = "mypy_extensions-0.4.3.tar.gz", hash = "sha256:2d82818f5bb3e369420cb3c4060a7970edba416647068eb4c5343488a6c604a8"}, ] networkx = [ - {file = "networkx-2.8.3-py3-none-any.whl", hash = "sha256:f151edac6f9b0cf11fecce93e236ac22b499bb9ff8d6f8393b9fef5ad09506cc"}, - {file = "networkx-2.8.3.tar.gz", hash = "sha256:67fab04a955a73eb660fe7bf281b6fa71a003bc6e23a92d2f6227654c5223dbe"}, + {file = "networkx-2.8.4-py3-none-any.whl", hash = "sha256:6933b9b3174a0bdf03c911bb4a1ee43a86ce3edeb813e37e1d4c553b3f4a2c4f"}, + {file = "networkx-2.8.4.tar.gz", hash = "sha256:5e53f027c0d567cf1f884dbb283224df525644e43afd1145d64c9d88a3584762"}, ] packaging = [ {file = "packaging-21.3-py3-none-any.whl", hash = "sha256:ef103e05f519cdc783ae24ea4e2e0f508a9c99b2d4969652eed6a2e1ea5bd522"}, @@ -2050,8 +2050,8 @@ pyyaml = [ {file = "PyYAML-5.4.1.tar.gz", hash = "sha256:607774cbba28732bfa802b54baa7484215f530991055bb562efbed5b2f20a45e"}, ] requests = [ - {file = "requests-2.27.1-py2.py3-none-any.whl", hash = "sha256:f22fa1e554c9ddfd16e6e41ac79759e17be9e492b3587efa038054674760e72d"}, - {file = "requests-2.27.1.tar.gz", hash = "sha256:68d7c56fd5a8999887728ef304a6d12edc7be74f1cfa47714fc8b414525c9a61"}, + {file = "requests-2.28.0-py3-none-any.whl", hash = "sha256:bc7861137fbce630f17b03d3ad02ad0bf978c844f3536d0edda6499dafce2b6f"}, + {file = "requests-2.28.0.tar.gz", hash = "sha256:d568723a7ebd25875d8d1eaf5dfa068cd2fc8194b2e483d7b1f7c81918dbec6b"}, ] rsa = [ {file = "rsa-4.8-py3-none-any.whl", hash = "sha256:95c5d300c4e879ee69708c428ba566c59478fd653cc3a22243eeb8ed846950bb"}, diff --git a/tests/common/test_runners.py b/tests/common/test_runners.py index 768fb44543..49795557de 100644 --- a/tests/common/test_runners.py +++ b/tests/common/test_runners.py @@ -4,7 +4,8 @@ from dlt.common.exceptions import DltException, SignalReceivedException, TimeRangeExhaustedException, UnsupportedProcessStartMethodException from dlt.common.configuration import PoolRunnerConfiguration -from dlt.common import runners, signals +from dlt.common.runners import pool_runner as runner +from dlt.common import signals from tests.utils import init_logger @@ -36,67 +37,67 @@ def logger_autouse() -> None: @pytest.fixture(autouse=True) def default_args() -> None: signals._received_signal = 0 - runners.RUN_ARGS = runners.TRunArgs(True, 1) - runners.create_gauges(registry.CollectorRegistry(auto_describe=True)) + runner.RUN_ARGS = runner.TRunArgs(True, 1) + runner.create_gauges(registry.CollectorRegistry(auto_describe=True)) # test runner functions -def idle_run(pool: None) -> runners.TRunMetrics: - return runners.TRunMetrics(True, False, 0) +def idle_run(pool: None) -> runner.TRunMetrics: + return runner.TRunMetrics(True, False, 0) -def non_idle_run(pool: None) -> runners.TRunMetrics: - return runners.TRunMetrics(False, False, 0) +def non_idle_run(pool: None) -> runner.TRunMetrics: + return runner.TRunMetrics(False, False, 0) -def short_workload_run(pool: None) -> runners.TRunMetrics: +def short_workload_run(pool: None) -> runner.TRunMetrics: # 2 idle runs -> 2 pending runs -> 1 idle run - should be the last - gauges = runners.update_gauges() + gauges = runner.update_gauges() if gauges["runs_count"] < 3 or gauges["runs_count"] > 4: - return runners.TRunMetrics(True, False, 0) - return runners.TRunMetrics(False, False, 1) + return runner.TRunMetrics(True, False, 0) + return runner.TRunMetrics(False, False, 1) -def failing_run(pool: None) -> runners.TRunMetrics: +def failing_run(pool: None) -> runner.TRunMetrics: raise DltException() -def good_then_failing_run(pool: None) -> runners.TRunMetrics: +def good_then_failing_run(pool: None) -> runner.TRunMetrics: # 2 good runs, then failing - gauges = runners.update_gauges() + gauges = runner.update_gauges() if gauges["runs_count"] < 3: - return runners.TRunMetrics(False, False, 1) + return runner.TRunMetrics(False, False, 1) raise DltException() -def failing_then_good_run(pool: None) -> runners.TRunMetrics: +def failing_then_good_run(pool: None) -> runner.TRunMetrics: # 2 good runs, then failing - gauges = runners.update_gauges() + gauges = runner.update_gauges() if gauges["runs_count"] < 3: raise DltException() - return runners.TRunMetrics(False, False, 1) + return runner.TRunMetrics(False, False, 1) -def signal_exception_run(pool: None) -> runners.TRunMetrics: +def signal_exception_run(pool: None) -> runner.TRunMetrics: signals._received_signal = 9 raise SignalReceivedException(9) -def timerange_exhausted_run(pool: None) -> runners.TRunMetrics: +def timerange_exhausted_run(pool: None) -> runner.TRunMetrics: raise TimeRangeExhaustedException(1575314188.1735284, 1575314288.8058035) -def signal_pending_run(pool: None) -> runners.TRunMetrics: +def signal_pending_run(pool: None) -> runner.TRunMetrics: signals._received_signal = 9 # normal processing - return runners.TRunMetrics(False, False, 1) + return runner.TRunMetrics(False, False, 1) def test_single_idle_run() -> None: - code = runners.pool_runner(ModPoolRunnerConfiguration, idle_run) + code = runner.run_pool(ModPoolRunnerConfiguration, idle_run) assert code == 0 - assert runners.update_gauges() == { + assert runner.update_gauges() == { "runs_count": 1, "runs_not_idle_count": 0, "runs_healthy_count": 1, @@ -108,9 +109,9 @@ def test_single_idle_run() -> None: def test_single_failing_run() -> None: - code = runners.pool_runner(ModPoolRunnerConfiguration, failing_run) + code = runner.run_pool(ModPoolRunnerConfiguration, failing_run) assert code == 0 - assert runners.update_gauges() == { + assert runner.update_gauges() == { "runs_count": 1, "runs_not_idle_count": 0, "runs_healthy_count": 0, @@ -122,11 +123,11 @@ def test_single_failing_run() -> None: def test_good_then_failing_run() -> None: - runners.RUN_ARGS = runners.TRunArgs(False, 0) + runner.RUN_ARGS = runner.TRunArgs(False, 0) # end after 5 runs - code = runners.pool_runner(LimitedPoolRunnerConfiguration, good_then_failing_run) + code = runner.run_pool(LimitedPoolRunnerConfiguration, good_then_failing_run) assert code == -2 - assert runners.update_gauges() == { + assert runner.update_gauges() == { "runs_count": 5, "runs_not_idle_count": 2, "runs_healthy_count": 2, @@ -138,11 +139,11 @@ def test_good_then_failing_run() -> None: def test_failing_then_good_run() -> None: - runners.RUN_ARGS = runners.TRunArgs(False, 0) + runner.RUN_ARGS = runner.TRunArgs(False, 0) # end after 5 runs - code = runners.pool_runner(LimitedPoolRunnerConfiguration, failing_then_good_run) + code = runner.run_pool(LimitedPoolRunnerConfiguration, failing_then_good_run) assert code == -2 - assert runners.update_gauges() == { + assert runner.update_gauges() == { "runs_count": 5, "runs_not_idle_count": 3, "runs_healthy_count": 3, @@ -154,10 +155,10 @@ def test_failing_then_good_run() -> None: def test_stop_on_exception() -> None: - runners.RUN_ARGS = runners.TRunArgs(False, 0) - code = runners.pool_runner(StopExceptionRunnerConfiguration, good_then_failing_run) + runner.RUN_ARGS = runner.TRunArgs(False, 0) + code = runner.run_pool(StopExceptionRunnerConfiguration, good_then_failing_run) assert code == -1 - assert runners.update_gauges() == { + assert runner.update_gauges() == { "runs_count": 3, "runs_not_idle_count": 2, "runs_healthy_count": 2, @@ -169,10 +170,10 @@ def test_stop_on_exception() -> None: def test_stop_on_signal_pending_run() -> None: - runners.RUN_ARGS = runners.TRunArgs(False, 0) - code = runners.pool_runner(StopExceptionRunnerConfiguration, signal_pending_run) + runner.RUN_ARGS = runner.TRunArgs(False, 0) + code = runner.run_pool(StopExceptionRunnerConfiguration, signal_pending_run) assert code == 9 - assert runners.update_gauges() == { + assert runner.update_gauges() == { "runs_count": 1, "runs_not_idle_count": 1, "runs_healthy_count": 1, @@ -184,18 +185,18 @@ def test_stop_on_signal_pending_run() -> None: def test_stop_after_max_runs() -> None: - runners.RUN_ARGS = runners.TRunArgs(False, 0) + runner.RUN_ARGS = runner.TRunArgs(False, 0) # end after 5 runs - code = runners.pool_runner(LimitedPoolRunnerConfiguration, failing_then_good_run) + code = runner.run_pool(LimitedPoolRunnerConfiguration, failing_then_good_run) assert code == -2 - assert runners.update_gauges()["runs_count"] == 5 + assert runner.update_gauges()["runs_count"] == 5 def test_signal_exception_run() -> None: - runners.RUN_ARGS = runners.TRunArgs(False, 0) - code = runners.pool_runner(ModPoolRunnerConfiguration, signal_exception_run) + runner.RUN_ARGS = runner.TRunArgs(False, 0) + code = runner.run_pool(ModPoolRunnerConfiguration, signal_exception_run) assert code == 9 - assert runners.update_gauges() == { + assert runner.update_gauges() == { "runs_count": 1, "runs_not_idle_count": 0, "runs_healthy_count": 0, @@ -207,10 +208,10 @@ def test_signal_exception_run() -> None: def test_timerange_exhausted_run() -> None: - runners.RUN_ARGS = runners.TRunArgs(False, 0) - code = runners.pool_runner(ModPoolRunnerConfiguration, timerange_exhausted_run) + runner.RUN_ARGS = runner.TRunArgs(False, 0) + code = runner.run_pool(ModPoolRunnerConfiguration, timerange_exhausted_run) assert code == 0 - assert runners.update_gauges() == { + assert runner.update_gauges() == { "runs_count": 1, "runs_not_idle_count": 0, "runs_healthy_count": 0, @@ -222,9 +223,9 @@ def test_timerange_exhausted_run() -> None: def test_single_non_idle_run() -> None: - code = runners.pool_runner(ModPoolRunnerConfiguration, non_idle_run) + code = runner.run_pool(ModPoolRunnerConfiguration, non_idle_run) assert code == 0 - assert runners.update_gauges() == { + assert runner.update_gauges() == { "runs_count": 1, "runs_not_idle_count": 1, "runs_healthy_count": 1, @@ -237,10 +238,10 @@ def test_single_non_idle_run() -> None: def test_single_run_short_wl() -> None: # so we get into pending but not past it - runners.RUN_ARGS = runners.TRunArgs(True, 3) - code = runners.pool_runner(ModPoolRunnerConfiguration, short_workload_run) + runner.RUN_ARGS = runner.TRunArgs(True, 3) + code = runner.run_pool(ModPoolRunnerConfiguration, short_workload_run) assert code == 0 - assert runners.update_gauges() == { + assert runner.update_gauges() == { "runs_count": 5, "runs_not_idle_count": 2, "runs_healthy_count": 5, @@ -255,5 +256,5 @@ def test_single_run_short_wl() -> None: def test_spawn_pool() -> None: multiprocessing.set_start_method("spawn", force=True) with pytest.raises(UnsupportedProcessStartMethodException) as exc: - runners.pool_runner(ProcessPolConfiguration, idle_run) + runner.run_pool(ProcessPolConfiguration, idle_run) assert exc.value.method == "spawn" From 55ff501fa41e4a13167dda50822081466230e0e4 Mon Sep 17 00:00:00 2001 From: Marcin Rudolf Date: Thu, 16 Jun 2022 14:27:39 +0200 Subject: [PATCH 2/7] implements singer tap adapter reading from file --- .../data/singer_taps/tap_google_sheet.jsonl | 25 + examples/data/singer_taps/tap_hubspot.jsonl | 1155 +++++++++++++++++ examples/schemas/hubspot_schema.yml | 43 + examples/singer_tap_example.py | 18 + examples/sources/singer_tap.py | 42 + examples/sync_schema_example.py | 10 +- 6 files changed, 1289 insertions(+), 4 deletions(-) create mode 100644 examples/data/singer_taps/tap_google_sheet.jsonl create mode 100644 examples/data/singer_taps/tap_hubspot.jsonl create mode 100644 examples/schemas/hubspot_schema.yml create mode 100644 examples/singer_tap_example.py create mode 100644 examples/sources/singer_tap.py diff --git a/examples/data/singer_taps/tap_google_sheet.jsonl b/examples/data/singer_taps/tap_google_sheet.jsonl new file mode 100644 index 0000000000..12db769f06 --- /dev/null +++ b/examples/data/singer_taps/tap_google_sheet.jsonl @@ -0,0 +1,25 @@ +{"type": "STATE", "value": {"currently_syncing": "file_metadata"}} +{"type": "SCHEMA", "stream": "file_metadata", "schema": {"properties": {"id": {"type": ["null", "string"]}, "name": {"type": ["null", "string"]}, "version": {"type": ["null", "integer"]}, "createdTime": {"format": "date-time", "type": ["null", "string"]}, "modifiedTime": {"format": "date-time", "type": ["null", "string"]}, "teamDriveId": {"type": ["null", "string"]}, "driveId": {"type": ["null", "string"]}, "lastModifyingUser": {"properties": {"kind": {"type": ["null", "string"]}, "displayName": {"type": ["null", "string"]}, "emailAddress": {"type": ["null", "string"]}}, "type": ["null", "object"], "additionalProperties": false}}, "type": "object", "additionalProperties": false}, "key_properties": ["id"]} +{"type": "RECORD", "stream": "file_metadata", "record": {"id": "11G95oVZjieRhyGqtQMQqlqpxyvWkRXowKE8CtdLtFaU", "name": "model annotations", "version": 17, "createdTime": "2022-05-31T19:25:38.880000Z", "modifiedTime": "2022-05-31T20:13:23.901000Z", "lastModifyingUser": {"kind": "drive#user", "displayName": "Marcin Rudolf", "emailAddress": "marcin@scalevector.ai"}}, "time_extracted": "2022-06-14T13:00:25.669568Z"} +{"type": "STATE", "value": {}} +{"type": "STATE", "value": {"currently_syncing": "spreadsheet_metadata"}} +{"type": "SCHEMA", "stream": "spreadsheet_metadata", "schema": {"properties": {"spreadsheetId": {"type": ["null", "string"]}, "properties": {"properties": {"title": {"type": ["null", "string"]}, "locale": {"type": ["null", "string"]}, "autoRecalc": {"type": ["null", "string"]}, "timeZone": {"type": ["null", "string"]}}, "type": ["null", "object"], "additionalProperties": false}, "spreadsheetUrl": {"type": ["null", "string"]}}, "type": "object", "additionalProperties": false}, "key_properties": ["spreadsheetId"]} +{"type": "RECORD", "stream": "spreadsheet_metadata", "record": {"spreadsheetId": "11G95oVZjieRhyGqtQMQqlqpxyvWkRXowKE8CtdLtFaU", "properties": {"title": "model annotations", "locale": "en_US", "autoRecalc": "ON_CHANGE", "timeZone": "Europe/Paris"}, "spreadsheetUrl": "https://docs.google.com/spreadsheets/d/11G95oVZjieRhyGqtQMQqlqpxyvWkRXowKE8CtdLtFaU/edit"}, "time_extracted": "2022-06-14T13:00:25.984239Z"} +{"type": "STATE", "value": {}} +{"type": "STATE", "value": {"currently_syncing": "2022-05"}} +{"type": "SCHEMA", "stream": "2022-05", "schema": {"properties": {"__sdc_spreadsheet_id": {"type": ["null", "string"]}, "__sdc_sheet_id": {"type": ["null", "integer"]}, "__sdc_row": {"type": ["null", "integer"]}, "sender id": {"type": ["null", "string"]}, "message id": {"anyOf": [{"type": ["null", "string"], "format": "singer.decimal"}, {"type": ["null", "string"]}]}, "annotation": {"type": ["null", "string"]}, "confidence": {"anyOf": [{"type": ["null", "string"], "format": "singer.decimal"}, {"type": ["null", "string"]}]}, "count": {"anyOf": [{"type": ["null", "string"], "format": "singer.decimal"}, {"type": ["null", "string"]}]}, "added at": {"anyOf": [{"type": ["null", "string"], "format": "date-time"}, {"type": ["null", "string"]}]}, "reviewed": {"type": ["null", "boolean", "string"]}}, "type": "object", "additionalProperties": false}, "key_properties": ["__sdc_row"]} +{"type": "ACTIVATE_VERSION", "stream": "2022-05", "version": 1655211626455} +{"type": "RECORD", "stream": "2022-05", "record": {"__sdc_spreadsheet_id": "11G95oVZjieRhyGqtQMQqlqpxyvWkRXowKE8CtdLtFaU", "__sdc_sheet_id": 0, "__sdc_row": 2, "sender id": "A92891n389182", "message id": "29123898192", "annotation": "frustrated", "confidence": "0.982182", "count": "2", "added at": "2022-06-14T14:57:15.000000Z", "reviewed": false}, "version": 1655211626455, "time_extracted": "2022-06-14T13:00:25.984239Z"} +{"type": "RECORD", "stream": "2022-05", "record": {"__sdc_spreadsheet_id": "11G95oVZjieRhyGqtQMQqlqpxyvWkRXowKE8CtdLtFaU", "__sdc_sheet_id": 0, "__sdc_row": 3, "sender id": "A92891n389182", "message id": "12787812", "annotation": "converted", "confidence": "0.1828121", "count": "1", "added at": "2022-06-14T14:57:15.000000Z", "reviewed": true}, "version": 1655211626455, "time_extracted": "2022-06-14T13:00:25.984239Z"} +{"type": "ACTIVATE_VERSION", "stream": "2022-05", "version": 1655211626455} +{"type": "STATE", "value": {"currently_syncing": "2022-05", "bookmarks": {"2022-05": 1655211626455}}} +{"type": "STATE", "value": {"bookmarks": {"2022-05": 1655211626455}}} +{"type": "STATE", "value": {"bookmarks": {"2022-05": 1655211626455}, "currently_syncing": "sheet_metadata"}} +{"type": "SCHEMA", "stream": "sheet_metadata", "schema": {"properties": {"spreadsheetId": {"type": ["null", "string"]}, "sheetId": {"type": ["null", "integer"]}, "title": {"type": ["null", "string"]}, "index": {"type": ["null", "integer"]}, "sheetType": {"type": ["null", "string"]}, "sheetUrl": {"type": ["null", "string"]}, "gridProperties": {"properties": {"rowCount": {"type": ["null", "integer"]}, "columnCount": {"type": ["null", "integer"]}, "frozenRowCount": {"type": ["null", "integer"]}, "frozenColumnCount": {"type": ["null", "integer"]}}, "type": ["null", "object"], "additionalProperties": false}, "columns": {"anyOf": [{"type": "array", "items": {"type": ["null", "object"], "additionalProperties": false, "properties": {"columnIndex": {"type": ["null", "integer"]}, "columnLetter": {"type": ["null", "string"]}, "columnName": {"type": ["null", "string"]}, "columnType": {"type": ["null", "string"]}, "columnSkipped": {"type": ["null", "boolean"]}, "type": {"anyOf": [{"type": "array", "items": {"type": "string"}}, {"type": "null"}]}, "format": {"type": ["null", "string"]}}}}, {"type": "null"}]}}, "type": "object", "additionalProperties": false}, "key_properties": ["sheetId"]} +{"type": "RECORD", "stream": "sheet_metadata", "record": {"sheetId": 0, "title": "2022-05", "index": 0, "sheetType": "GRID", "gridProperties": {"rowCount": 1000, "columnCount": 26}, "spreadsheetId": "11G95oVZjieRhyGqtQMQqlqpxyvWkRXowKE8CtdLtFaU", "sheetUrl": "https://docs.google.com/spreadsheets/d/11G95oVZjieRhyGqtQMQqlqpxyvWkRXowKE8CtdLtFaU/edit#gid=0", "columns": [{"columnIndex": 1, "columnLetter": "A", "columnName": "sender id", "columnType": "stringValue", "columnSkipped": false}, {"columnIndex": 2, "columnLetter": "B", "columnName": "message id", "columnType": "numberType", "columnSkipped": false}, {"columnIndex": 3, "columnLetter": "C", "columnName": "annotation", "columnType": "stringValue", "columnSkipped": false}, {"columnIndex": 4, "columnLetter": "D", "columnName": "confidence", "columnType": "numberType", "columnSkipped": false}, {"columnIndex": 5, "columnLetter": "E", "columnName": "count", "columnType": "numberType", "columnSkipped": false}, {"columnIndex": 6, "columnLetter": "F", "columnName": "added at", "columnType": "numberType.DATE_TIME", "columnSkipped": false}, {"columnIndex": 7, "columnLetter": "G", "columnName": "reviewed", "columnType": "boolValue", "columnSkipped": false}]}, "time_extracted": "2022-06-14T13:00:27.516714Z"} +{"type": "STATE", "value": {"bookmarks": {"2022-05": 1655211626455}}} +{"type": "STATE", "value": {"bookmarks": {"2022-05": 1655211626455}, "currently_syncing": "sheets_loaded"}} +{"type": "SCHEMA", "stream": "sheets_loaded", "schema": {"properties": {"spreadsheetId": {"type": ["null", "string"]}, "sheetId": {"type": ["null", "integer"]}, "title": {"type": ["null", "string"]}, "loadDate": {"format": "date-time", "type": ["null", "string"]}, "lastRowNumber": {"type": ["null", "integer"]}}, "type": "object", "additionalProperties": false}, "key_properties": ["spreadsheetId", "sheetId", "loadDate"]} +{"type": "RECORD", "stream": "sheets_loaded", "record": {"spreadsheetId": "11G95oVZjieRhyGqtQMQqlqpxyvWkRXowKE8CtdLtFaU", "sheetId": 0, "title": "2022-05", "loadDate": "2022-06-14T13:00:27.515672Z", "lastRowNumber": 201}, "time_extracted": "2022-06-14T13:00:27.519440Z"} +{"type": "STATE", "value": {"bookmarks": {"2022-05": 1655211626455}}} +{"type": "STATE", "value": {"bookmarks": {"2022-05": 1655211626455, "file_metadata": "2022-05-31T20:13:23.901000Z"}}} diff --git a/examples/data/singer_taps/tap_hubspot.jsonl b/examples/data/singer_taps/tap_hubspot.jsonl new file mode 100644 index 0000000000..737f1cc862 --- /dev/null +++ b/examples/data/singer_taps/tap_hubspot.jsonl @@ -0,0 +1,1155 @@ +{"type": "STATE", "value": {"currently_syncing": "subscription_changes"}} +{"type": "SCHEMA", "stream": "subscription_changes", "schema": {"type": "object", "properties": {"timestamp": {"type": ["null", "string"], "format": "date-time"}, "portalId": {"type": ["null", "integer"]}, "recipient": {"type": ["null", "string"]}, "changes": {"type": ["null", "array"], "items": {"type": ["null", "object"], "properties": {"change": {"type": ["null", "string"]}, "timestamp": {"type": ["null", "string"], "format": "date-time"}, "source": {"type": ["null", "string"]}, "portalId": {"type": ["null", "integer"]}, "subscriptionId": {"type": ["null", "integer"]}, "changeType": {"type": ["null", "string"]}, "causedByEvent": {"type": ["null", "object"], "properties": {"id": {"type": ["null", "string"]}, "created": {"type": ["null", "string"], "format": "date-time"}}}}}}}}, "key_properties": ["timestamp", "portalId", "recipient"], "bookmark_properties": ["startTimestamp"]} +{"type": "STATE", "value": {"currently_syncing": "email_events"}} +{"type": "SCHEMA", "stream": "email_events", "schema": {"type": "object", "properties": {"appId": {"type": ["null", "integer"]}, "appName": {"type": ["null", "string"]}, "browser": {"type": ["null", "object"], "properties": {"family": {"type": ["null", "string"]}, "name": {"type": ["null", "string"]}, "producer": {"type": ["null", "string"]}, "producerUrl": {"type": ["null", "string"]}, "type": {"type": ["null", "string"]}, "url": {"type": ["null", "string"]}}}, "created": {"type": ["null", "string"], "format": "date-time"}, "deviceType": {"type": ["null", "string"]}, "duration": {"type": ["null", "integer"]}, "emailCampaignId": {"type": ["null", "integer"]}, "emailCampaignGroupId": {"type": ["null", "integer"]}, "filteredEvent": {"type": ["null", "boolean"]}, "from": {"type": ["null", "string"]}, "hmid": {"type": ["null", "string"]}, "id": {"type": ["null", "string"]}, "ipAddress": {"type": ["null", "string"]}, "linkId": {"type": ["null", "integer"]}, "location": {"type": ["null", "object"], "properties": {"city": {"type": ["null", "string"]}, "country": {"type": ["null", "string"]}, "state": {"type": ["null", "string"]}}}, "portalId": {"type": ["null", "integer"]}, "recipient": {"type": ["null", "string"]}, "response": {"type": ["null", "string"]}, "sentBy": {"type": ["null", "object"], "properties": {"created": {"type": ["null", "string"], "format": "date-time"}, "id": {"type": ["null", "string"]}}}, "smtpId": {"type": ["null", "string"]}, "subject": {"type": ["null", "string"]}, "type": {"type": ["null", "string"]}, "url": {"type": ["null", "string"]}, "userAgent": {"type": ["null", "string"]}}}, "key_properties": ["id"], "bookmark_properties": ["startTimestamp"]} +{"type": "STATE", "value": {"currently_syncing": "contacts"}} +{"type": "SCHEMA", "stream": "contacts", "schema": {"type": "object", "properties": {"vid": {"type": ["null", "integer"]}, "versionTimestamp": {"type": ["null", "string"], "format": "date-time"}, "canonical-vid": {"type": ["null", "integer"]}, "merged-vids": {"type": ["null", "array"], "items": {"type": ["null", "integer"]}}, "portal-id": {"type": ["null", "integer"]}, "is-contact": {"type": ["null", "boolean"]}, "profile-token": 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{"currently_syncing": "deals", "bookmarks": {"contacts": {"offset": {}, "versionTimestamp": "2022-06-15T08:58:36.237000Z"}, "workflows": {"updatedAt": "2017-01-01T00:00:00Z"}, "owners": {"updatedAt": "2022-06-15T09:08:44.555000Z"}, "contact_lists": {"offset": {}, "updatedAt": "2017-01-01T00:00:00Z"}, "companies": {"current_sync_start": null, "offset": {}, "hs_lastmodifieddate": "2022-06-15T08:59:05.549000Z"}, "deals": {"offset": {}}}}} +{"type": "STATE", "value": {"currently_syncing": "deals", "bookmarks": {"contacts": {"offset": {}, "versionTimestamp": "2022-06-15T08:58:36.237000Z"}, "workflows": {"updatedAt": "2017-01-01T00:00:00Z"}, "owners": {"updatedAt": "2022-06-15T09:08:44.555000Z"}, "contact_lists": {"offset": {}, "updatedAt": "2017-01-01T00:00:00Z"}, "companies": {"current_sync_start": null, "offset": {}, "hs_lastmodifieddate": "2022-06-15T08:59:05.549000Z"}, "deals": {"offset": {}, "hs_lastmodifieddate": "2017-01-01T00:00:00.000000Z"}}}} +{"type": "STATE", "value": {"currently_syncing": "deal_pipelines", "bookmarks": {"contacts": {"offset": {}, "versionTimestamp": "2022-06-15T08:58:36.237000Z"}, "workflows": {"updatedAt": "2017-01-01T00:00:00Z"}, "owners": {"updatedAt": "2022-06-15T09:08:44.555000Z"}, "contact_lists": {"offset": {}, "updatedAt": "2017-01-01T00:00:00Z"}, "companies": {"current_sync_start": null, "offset": {}, "hs_lastmodifieddate": "2022-06-15T08:59:05.549000Z"}, "deals": {"offset": {}, "hs_lastmodifieddate": "2017-01-01T00:00:00.000000Z"}}}} +{"type": "SCHEMA", "stream": "deal_pipelines", "schema": {"type": "object", "properties": {"pipelineId": {"type": ["null", "string"]}, "stages": {"type": ["null", "array"], "items": {"type": "object", "properties": {"stageId": {"type": ["null", "string"]}, "label": {"type": ["null", "string"]}, "probability": {"type": ["null", "number"]}, "active": {"type": ["null", "boolean"]}, "displayOrder": {"type": ["null", "integer"]}, "closedWon": {"type": ["null", "boolean"]}}}}, "label": {"type": ["null", "string"]}, "active": {"type": ["null", "boolean"]}, "displayOrder": {"type": ["null", "integer"]}, "staticDefault": {"type": ["null", "boolean"]}}}, "key_properties": ["pipelineId"]} +{"type": "RECORD", "stream": "deal_pipelines", "record": {"pipelineId": "default", "stages": [{"stageId": "appointmentscheduled", "label": "Appointment Scheduled", "probability": 0.2, "active": true, "displayOrder": 0, "closedWon": false}, {"stageId": "qualifiedtobuy", "label": "Qualified To Buy", "probability": 0.4, "active": true, "displayOrder": 1, "closedWon": false}, {"stageId": "presentationscheduled", "label": "Presentation Scheduled", "probability": 0.6, "active": true, "displayOrder": 2, "closedWon": false}, {"stageId": "decisionmakerboughtin", "label": "Decision Maker Bought-In", "probability": 0.8, "active": true, "displayOrder": 3, "closedWon": false}, {"stageId": "contractsent", "label": "Contract Sent", "probability": 0.9, "active": true, "displayOrder": 4, "closedWon": false}, {"stageId": "closedwon", "label": "Closed Won", "probability": 1.0, "active": true, "displayOrder": 5, "closedWon": true}, {"stageId": "closedlost", "label": "Closed Lost", "probability": 0.0, "active": true, "displayOrder": 6, "closedWon": false}], "label": "Sales Pipeline", "active": true, "displayOrder": 0, "staticDefault": true}, "time_extracted": "2022-06-15T10:04:20.209561Z"} +{"type": "STATE", "value": {"currently_syncing": "deal_pipelines", "bookmarks": {"contacts": {"offset": {}, "versionTimestamp": "2022-06-15T08:58:36.237000Z"}, "workflows": {"updatedAt": "2017-01-01T00:00:00Z"}, "owners": {"updatedAt": "2022-06-15T09:08:44.555000Z"}, "contact_lists": {"offset": {}, "updatedAt": "2017-01-01T00:00:00Z"}, "companies": {"current_sync_start": null, "offset": {}, "hs_lastmodifieddate": "2022-06-15T08:59:05.549000Z"}, "deals": {"offset": {}, "hs_lastmodifieddate": "2017-01-01T00:00:00.000000Z"}}}} +{"type": "STATE", "value": {"currently_syncing": "engagements", "bookmarks": {"contacts": {"offset": {}, "versionTimestamp": "2022-06-15T08:58:36.237000Z"}, "workflows": {"updatedAt": "2017-01-01T00:00:00Z"}, "owners": {"updatedAt": "2022-06-15T09:08:44.555000Z"}, "contact_lists": {"offset": {}, "updatedAt": "2017-01-01T00:00:00Z"}, "companies": {"current_sync_start": null, "offset": {}, "hs_lastmodifieddate": "2022-06-15T08:59:05.549000Z"}, "deals": {"offset": {}, "hs_lastmodifieddate": "2017-01-01T00:00:00.000000Z"}}}} +{"type": "SCHEMA", "stream": "engagements", "schema": {"type": "object", "properties": {"engagement_id": {"type": "integer"}, "lastUpdated": {"type": ["null", "string"], "format": "date-time"}, "engagement": {"type": "object", "properties": {"id": {"type": "integer"}, "portalId": {"type": "integer"}, "active": {"type": "boolean"}, "createdAt": {"type": ["null", "string"], "format": "date-time"}, "lastUpdated": {"type": ["null", "string"], "format": "date-time"}, "ownerId": {"type": "integer"}, "type": {"type": "string"}, "timestamp": {"type": ["null", "string"], "format": "date-time"}}}, "associations": {"type": ["null", "object"], "properties": {"contactIds": {"type": ["null", "array"], "items": {"type": "integer"}}, "companyIds": {"type": ["null", "array"], "items": {"type": "integer"}}, "dealIds": {"type": ["null", "array"], "items": {"type": "integer"}}}}, "attachments": {"type": ["null", "array"], "items": {"type": "object", "properties": {"id": {"type": "integer"}}}}, "metadata": {"type": ["null", "object"], "properties": {"body": {"type": ["null", "string"]}, "from": {"type": ["null", "object"], "properties": {"email": {"type": "string"}, "firstName": {"type": "string"}, "lastName": {"type": "string"}}}, "to": {"type": ["null", "array"], "items": {"type": "object", "properties": {"email": {"type": "string"}}}}, "cc": {"type": ["null", "array"], "items": {"type": "object", "properties": {"email": {"type": "string"}}}}, "bcc": {"type": ["null", "array"], "items": {"type": "object", "properties": {"email": {"type": "string"}}}}, "subject": {"type": ["null", "string"]}, "html": {"type": ["null", "string"]}, "text": {"type": ["null", "string"]}, "status": {"type": ["null", "string"]}, "forObjectType": {"type": ["null", "string"]}, "startTime": {"type": ["null", "integer"]}, "endTime": {"type": ["null", "integer"]}, "title": {"type": ["null", "string"]}, "toNumber": {"type": ["null", "string"]}, "fromNumber": {"type": ["null", "string"]}, "externalId": {"type": ["null", "string"]}, "durationMilliseconds": {"type": ["null", "integer"]}, "externalAccountId": {"type": ["null", "string"]}, "recordingUrl": {"type": ["null", "string"], "format": "uri"}, "disposition": {"type": ["null", "string"]}}}}}, "key_properties": ["engagement_id"], "bookmark_properties": ["lastUpdated"]} +{"type": "STATE", "value": {"currently_syncing": "engagements", "bookmarks": {"contacts": {"offset": {}, "versionTimestamp": "2022-06-15T08:58:36.237000Z"}, "workflows": {"updatedAt": "2017-01-01T00:00:00Z"}, "owners": {"updatedAt": "2022-06-15T09:08:44.555000Z"}, "contact_lists": {"offset": {}, "updatedAt": "2017-01-01T00:00:00Z"}, "companies": {"current_sync_start": null, "offset": {}, "hs_lastmodifieddate": "2022-06-15T08:59:05.549000Z"}, "deals": {"offset": {}, "hs_lastmodifieddate": "2017-01-01T00:00:00.000000Z"}, "engagements": {"current_sync_start": "2022-06-15T10:04:20.210131Z"}}}} +{"type": "STATE", "value": {"currently_syncing": "engagements", "bookmarks": {"contacts": {"offset": {}, "versionTimestamp": "2022-06-15T08:58:36.237000Z"}, "workflows": {"updatedAt": "2017-01-01T00:00:00Z"}, "owners": {"updatedAt": "2022-06-15T09:08:44.555000Z"}, "contact_lists": {"offset": {}, "updatedAt": "2017-01-01T00:00:00Z"}, "companies": {"current_sync_start": null, "offset": {}, "hs_lastmodifieddate": "2022-06-15T08:59:05.549000Z"}, "deals": {"offset": {}, "hs_lastmodifieddate": "2017-01-01T00:00:00.000000Z"}, "engagements": {"current_sync_start": "2022-06-15T10:04:20.210131Z", "lastUpdated": "2017-01-01T00:00:00Z"}}}} +{"type": "STATE", "value": {"currently_syncing": "engagements", "bookmarks": {"contacts": {"offset": {}, "versionTimestamp": "2022-06-15T08:58:36.237000Z"}, "workflows": {"updatedAt": "2017-01-01T00:00:00Z"}, "owners": {"updatedAt": "2022-06-15T09:08:44.555000Z"}, "contact_lists": {"offset": {}, "updatedAt": "2017-01-01T00:00:00Z"}, "companies": {"current_sync_start": null, "offset": {}, "hs_lastmodifieddate": "2022-06-15T08:59:05.549000Z"}, "deals": {"offset": {}, "hs_lastmodifieddate": "2017-01-01T00:00:00.000000Z"}, "engagements": {"current_sync_start": "2022-06-15T10:04:20.210131Z", "lastUpdated": "2017-01-01T00:00:00Z", "offset": {}}}}} +{"type": "STATE", "value": {"currently_syncing": "engagements", "bookmarks": {"contacts": {"offset": {}, "versionTimestamp": "2022-06-15T08:58:36.237000Z"}, "workflows": {"updatedAt": "2017-01-01T00:00:00Z"}, "owners": {"updatedAt": "2022-06-15T09:08:44.555000Z"}, "contact_lists": {"offset": {}, "updatedAt": "2017-01-01T00:00:00Z"}, "companies": {"current_sync_start": null, "offset": {}, "hs_lastmodifieddate": "2022-06-15T08:59:05.549000Z"}, "deals": {"offset": {}, "hs_lastmodifieddate": "2017-01-01T00:00:00.000000Z"}, "engagements": {"current_sync_start": null, "lastUpdated": "2017-01-01T00:00:00.000000Z", "offset": {}}}}} +{"type": "STATE", "value": {"currently_syncing": null, "bookmarks": {"contacts": {"offset": {}, "versionTimestamp": "2022-06-15T08:58:36.237000Z"}, "workflows": {"updatedAt": "2017-01-01T00:00:00Z"}, "owners": {"updatedAt": "2022-06-15T09:08:44.555000Z"}, "contact_lists": {"offset": {}, "updatedAt": "2017-01-01T00:00:00Z"}, "companies": {"current_sync_start": null, "offset": {}, "hs_lastmodifieddate": "2022-06-15T08:59:05.549000Z"}, "deals": {"offset": {}, "hs_lastmodifieddate": "2017-01-01T00:00:00.000000Z"}, "engagements": {"current_sync_start": null, "lastUpdated": "2017-01-01T00:00:00.000000Z", "offset": {}}}}} diff --git a/examples/schemas/hubspot_schema.yml b/examples/schemas/hubspot_schema.yml new file mode 100644 index 0000000000..b27ebb014e --- /dev/null +++ b/examples/schemas/hubspot_schema.yml @@ -0,0 +1,43 @@ +tables: + _version: + version: + data_type: bigint + nullable: false + engine_version: + data_type: bigint + nullable: false + inserted_at: + data_type: timestamp + nullable: false + _loads: + load_id: + data_type: text + nullable: false + status: + data_type: bigint + nullable: false + inserted_at: + data_type: timestamp + nullable: false +name: hubspot +version: 1 +preferred_types: + timestamp: timestamp + ^inserted_at$: timestamp + ^created_at$: timestamp + ^updated_at$: timestamp + ^_pos$: bigint +hints: + not_null: + - ^_record_hash$ + - ^_root_hash$ + - ^_load_id$ + - ^_parent_hash$ + - ^_pos$ + foreign_key: + - ^_parent_hash$ + sort: + - ^timestamp$ + unique: + - ^_record_hash$ +engine_version: 2 \ No newline at end of file diff --git a/examples/singer_tap_example.py b/examples/singer_tap_example.py new file mode 100644 index 0000000000..50965e3656 --- /dev/null +++ b/examples/singer_tap_example.py @@ -0,0 +1,18 @@ + +from typing import Iterator +from dlt.pipeline import Pipeline +from dlt.pipeline.typing import GCPPipelineCredentials + +from examples.sources.singer_tap import SingerMessage, get_source +from examples.sources.jsonl import get_source as read_jsonl + +# load hubspot schema stub - it converts all field names with `timestamp` into timestamp type +schema = Pipeline.load_schema_from_file("examples/schemas/hubspot_schema.yml") +p = Pipeline("singer_tap_sheets") +p.create_pipeline(GCPPipelineCredentials.from_services_file("_secrets/project1234_service.json", "load_1"), schema=schema) +# p.extract(get_source(read_jsonl("examples/data/singer_taps/tap_google_sheet.jsonl"))) +raw_messages: Iterator[SingerMessage] = read_jsonl("examples/data/singer_taps/tap_hubspot.jsonl") # type: ignore +p.extract(get_source(raw_messages, p.state)) +p.unpack() +print(p.get_default_schema().as_yaml(remove_default_hints=True)) +# p.load() diff --git a/examples/sources/singer_tap.py b/examples/sources/singer_tap.py new file mode 100644 index 0000000000..025486c114 --- /dev/null +++ b/examples/sources/singer_tap.py @@ -0,0 +1,42 @@ + + +from typing import Iterator, TypedDict, cast +from dlt.common.sources import with_table_name +from dlt.common.typing import DictStrAny + +# from dlt.pipeline.exceptions import MissingDependencyException + + +class SingerMessage(TypedDict): + type: str + + +class SingerRecord(SingerMessage): + record: DictStrAny + stream: str + + +class SingerState(SingerMessage): + value: DictStrAny + +# try: +# from singer import parse_message_from_obj, Message, RecordMessage, StateMessage +# except ImportError: +# raise MissingDependencyException("Singer Source", ["python-dlt-singer"], "Singer runtime compatible with DLT") + + +# pip install ../singer/singer-python +# https://github.com/datamill-co/singer-runner/tree/master/singer_runner +# https://techgaun.github.io/active-forks/index.html#singer-io/singer-python +def get_source(singer_messages: Iterator[SingerMessage], state: DictStrAny = None) -> Iterator[DictStrAny]: + last_state = {} + for msg in singer_messages: + if msg["type"] == "RECORD": + # yield record + msg = cast(SingerRecord, msg) + yield with_table_name(msg["record"], msg["stream"]) + if msg["type"] == "STATE": + msg = cast(SingerState, msg) + last_state = msg["value"] + if state: + state["singer"] = last_state diff --git a/examples/sync_schema_example.py b/examples/sync_schema_example.py index a3c0e684bb..f3e69404e9 100644 --- a/examples/sync_schema_example.py +++ b/examples/sync_schema_example.py @@ -1,11 +1,13 @@ -from dlt.pipeline import Pipeline, PostgresPipelineCredentials +from dlt.pipeline import Pipeline, GCPPipelineCredentials -credentials = PostgresPipelineCredentials("redshift", "chat_analytics_rasa", "mainnet_3", "loader", "3.73.90.3") -# credentials = Pipeline.load_gcp_credentials("_secrets/project1234_service.json", "mainnet_4") +# credentials = PostgresPipelineCredentials("redshift", "chat_analytics_rasa", "mainnet_6", "loader", "3.73.90.3") +credentials = GCPPipelineCredentials.from_services_file("_secrets/project1234_service.json", "mainnet_4") pipeline = Pipeline("ethereum") pipeline.create_pipeline(credentials) schema = Pipeline.load_schema_from_file("examples/schemas/ethereum_schema.yml") # set the loaded schema for the whole pipeline pipeline.set_default_schema(schema) # will sync schema with the target -pipeline.sync_schema() +# pipeline.sync_schema() +# with pipeline.sql_client() as c: +# c._execute_sql("BEGIN TRANSACTION;\n INSERT INTO `mainnet_6_ethereum._loads` VALUES('2022-06-09 22:09:21.254700 UTC', '1654812536.548904', 1); COMMIT TRANSACTION;") From e10f2834aa7355bc4167e0a7b8705abe9bb809b8 Mon Sep 17 00:00:00 2001 From: Marcin Rudolf Date: Wed, 22 Jun 2022 21:42:00 +0200 Subject: [PATCH 3/7] implements venv management and processes + tests --- dlt/common/exceptions.py | 13 ++ dlt/common/runners/venv.py | 90 +++++++++++ dlt/common/typing.py | 6 +- dlt/common/utils.py | 19 +++ dlt/dbt_runner/utils.py | 6 +- tests/common/scripts/__init__.py | 0 tests/common/scripts/args.py | 4 + tests/common/scripts/counter.py | 9 ++ tests/common/scripts/environ.py | 4 + tests/common/scripts/raises.py | 1 + tests/common/scripts/raising_counter.py | 11 ++ tests/common/test_venv.py | 191 ++++++++++++++++++++++++ 12 files changed, 350 insertions(+), 4 deletions(-) create mode 100644 dlt/common/runners/venv.py create mode 100644 tests/common/scripts/__init__.py create mode 100644 tests/common/scripts/args.py create mode 100644 tests/common/scripts/counter.py create mode 100644 tests/common/scripts/environ.py create mode 100644 tests/common/scripts/raises.py create mode 100644 tests/common/scripts/raising_counter.py create mode 100644 tests/common/test_venv.py diff --git a/dlt/common/exceptions.py b/dlt/common/exceptions.py index 29d3aa5d3a..c0c775e52f 100644 --- a/dlt/common/exceptions.py +++ b/dlt/common/exceptions.py @@ -27,6 +27,19 @@ def __init__(self, method: str) -> None: super().__init__(f"Process pool supports only fork start method, {method} not supported. Switch the pool type to threading") +class CannotInstallDependency(DltException): + def __init__(self, dependency: str, interpreter: str, output: str) -> None: + self.dependency = dependency + self.interpreter = interpreter + super().__init__(f"Cannot install dependency {dependency} with {interpreter} and pip:\n{output}\n") + + +class VenvNotFound(DltException): + def __init__(self, interpreter: str) -> None: + self.interpreter = interpreter + super().__init__(f"Venv with interpreter {interpreter} not found in path") + + class TerminalException(Exception): """ Marks an exception that cannot be recovered from, should be mixed in into concrete exception class diff --git a/dlt/common/runners/venv.py b/dlt/common/runners/venv.py new file mode 100644 index 0000000000..4b05ec92e3 --- /dev/null +++ b/dlt/common/runners/venv.py @@ -0,0 +1,90 @@ +import os +import shutil +import venv +import types +import subprocess +from typing import Any, List, Type + +from dlt.common.exceptions import CannotInstallDependency, VenvNotFound + + +class DLTEnvBuilder(venv.EnvBuilder): + def __init__(self) -> None: + super().__init__(with_pip=True, clear=True) + + def post_setup(self, context: types.SimpleNamespace) -> None: + self.context = context + + +class Venv(): + def __init__(self, context: types.SimpleNamespace) -> None: + self.context = context + + @classmethod + def create(cls, venv_dir: str, dependencies: List[str] = None) -> "Venv": + b = DLTEnvBuilder() + try: + b.create(os.path.abspath(venv_dir)) + if dependencies: + Venv._install_deps(b.context, dependencies) + except: + if os.path.isdir(venv_dir): + shutil.rmtree(venv_dir) + raise + return cls(b.context) + + @classmethod + def restore(cls, venv_dir: str) -> "Venv": + if not os.path.isdir(venv_dir): + raise VenvNotFound(venv_dir) + b = venv.EnvBuilder(clear=False, upgrade=False) + c = b.ensure_directories(os.path.abspath(venv_dir)) + if not os.path.isfile(c.env_exe): + raise VenvNotFound(c.env_exe) + return cls(c) + + def __enter__(self) -> "Venv": + return self + + def __exit__(self, exc_type: Type[BaseException], exc_val: BaseException, exc_tb: types.TracebackType) -> None: + # delete venv + if self.context.env_dir and os.path.isdir(self.context.env_dir): + shutil.rmtree(self.context.env_dir) + + def start_command(self, entry_point: str, *script_args: Any, **popen_kwargs: Any) -> "subprocess.Popen[str]": + command = os.path.join(self.context.bin_path, entry_point) + cmd = [command, *script_args] + return subprocess.Popen(cmd, **popen_kwargs) + + def run_command(self, entry_point: str, *script_args: Any) -> str: + # runs one of installed entry points typically CLIS coming with packages and installed into PATH + command = os.path.join(self.context.bin_path, entry_point) + cmd = [command, *script_args] + return subprocess.check_output(cmd, stderr=subprocess.STDOUT).decode("utf-8") + + def run_script(self, script_path: str, *script_args: Any) -> str: + # os.environ is passed to executed process + cmd = [self.context.env_exe, "-I", os.path.abspath(script_path), *script_args] + try: + return subprocess.check_output(cmd, stderr=subprocess.STDOUT).decode("utf-8") + except subprocess.CalledProcessError as cpe: + if cpe.returncode == 2: + raise FileNotFoundError(script_path) + else: + raise + + def run_module(self, module: str, *module_args: Any) -> str: + cmd = [self.context.env_exe, "-Im", module, *module_args] + return subprocess.check_output(cmd, stderr=subprocess.STDOUT).decode("utf-8") + + def add_dependencies(self, dependencies: List[str] = None) -> None: + Venv._install_deps(self.context, dependencies) + + @staticmethod + def _install_deps(context: types.SimpleNamespace, dependencies: List[str]) -> None: + for dep in dependencies: + cmd = [context.env_exe, "-Im", "pip", "install", dep] + try: + subprocess.check_output(cmd, stderr=subprocess.STDOUT) + except subprocess.CalledProcessError as exc: + raise CannotInstallDependency(dep, context.env_exe, exc.output) diff --git a/dlt/common/typing.py b/dlt/common/typing.py index 0d3c8e51a1..52298fa585 100644 --- a/dlt/common/typing.py +++ b/dlt/common/typing.py @@ -1,4 +1,8 @@ -from typing import Callable, Dict, Any, List, Literal, Mapping, Sequence, TypeVar, TypedDict, Optional, Union +from typing import Callable, Dict, Any, Mapping, TypeVar, TypedDict, TYPE_CHECKING +if TYPE_CHECKING: + from _typeshed import StrOrBytesPath +else: + StrOrBytesPath = Any DictStrAny = Dict[str, Any] DictStrStr = Dict[str, str] diff --git a/dlt/common/utils.py b/dlt/common/utils.py index f738370235..5016f7d38c 100644 --- a/dlt/common/utils.py +++ b/dlt/common/utils.py @@ -1,3 +1,5 @@ +import os +from contextlib import contextmanager import hashlib from os import environ import secrets @@ -115,3 +117,20 @@ def update_dict_with_prune(dest: DictStrAny, update: StrAny) -> None: def is_interactive() -> bool: import __main__ as main return not hasattr(main, '__file__') + + +@contextmanager +def custom_environ(env: StrStr) -> Iterator[None]: + """Temporarily set environment variables inside the context manager and + fully restore previous environment afterwards + """ + original_env = {key: os.getenv(key) for key in env} + os.environ.update(env) + try: + yield + finally: + for key, value in original_env.items(): + if value is None: + del os.environ[key] + else: + os.environ[key] = value diff --git a/dlt/dbt_runner/utils.py b/dlt/dbt_runner/utils.py index 18297a9fcc..9b9633c881 100644 --- a/dlt/dbt_runner/utils.py +++ b/dlt/dbt_runner/utils.py @@ -1,13 +1,13 @@ import os import logging import tempfile -from typing import Any, Iterator, List, Sequence -from git import Repo, Git, RepositoryDirtyError +from typing import Any, Iterator, List, Sequence, Optional +from git import Repo, RepositoryDirtyError from contextlib import contextmanager from dlt.common import json from dlt.common.utils import uniq_id -from dlt.common.typing import StrAny, Optional +from dlt.common.typing import StrAny from dlt.dbt_runner.exceptions import DBTRunnerException # block disabling root logger diff --git a/tests/common/scripts/__init__.py b/tests/common/scripts/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/tests/common/scripts/args.py b/tests/common/scripts/args.py new file mode 100644 index 0000000000..627daeb76b --- /dev/null +++ b/tests/common/scripts/args.py @@ -0,0 +1,4 @@ +import sys + +print(len(sys.argv)) +print(sys.argv) \ No newline at end of file diff --git a/tests/common/scripts/counter.py b/tests/common/scripts/counter.py new file mode 100644 index 0000000000..99352cd1f3 --- /dev/null +++ b/tests/common/scripts/counter.py @@ -0,0 +1,9 @@ +import sys +from time import sleep + + +for i in range(5): + print(i) + sys.stdout.flush() + sleep(0.3) +print("exit") \ No newline at end of file diff --git a/tests/common/scripts/environ.py b/tests/common/scripts/environ.py new file mode 100644 index 0000000000..62aea9fee1 --- /dev/null +++ b/tests/common/scripts/environ.py @@ -0,0 +1,4 @@ +from os import environ + +for k in environ: + print(f"{k}={environ[k]}") diff --git a/tests/common/scripts/raises.py b/tests/common/scripts/raises.py new file mode 100644 index 0000000000..0f030841a9 --- /dev/null +++ b/tests/common/scripts/raises.py @@ -0,0 +1 @@ +raise Exception("always raises") diff --git a/tests/common/scripts/raising_counter.py b/tests/common/scripts/raising_counter.py new file mode 100644 index 0000000000..74c9a53b20 --- /dev/null +++ b/tests/common/scripts/raising_counter.py @@ -0,0 +1,11 @@ +import sys +from time import sleep + + +for i in range(5): + print(i) + # sys.stdout.flush() + if i == 2: + raise Exception("end") + sleep(0.3) +print("exit") \ No newline at end of file diff --git a/tests/common/test_venv.py b/tests/common/test_venv.py new file mode 100644 index 0000000000..02b198a803 --- /dev/null +++ b/tests/common/test_venv.py @@ -0,0 +1,191 @@ +import os +from subprocess import CalledProcessError, PIPE +import tempfile +import pytest +import shutil +from dlt.common.exceptions import CannotInstallDependency + +from dlt.common.runners.venv import Venv, VenvNotFound +from dlt.common.utils import custom_environ + + +def test_create_venv() -> None: + with Venv.create(tempfile.mkdtemp()) as venv: + assert os.path.isdir(venv.context.env_dir) + assert os.path.isfile(venv.context.env_exe) + # issue python command + script = "print('success')" + assert venv.run_command(venv.context.env_exe, "-c", script) == "success\n" + # venv should be deleted + assert not os.path.isdir(venv.context.env_dir) + + +def test_restore_venv() -> None: + env_dir = tempfile.mkdtemp() + with Venv.create(env_dir) as venv: + restored_venv = Venv.restore(env_dir) + # compare contexts + assert venv.context.env_dir == restored_venv.context.env_dir + assert venv.context.env_exe == restored_venv.context.env_exe + script = "print('success')" + assert restored_venv.run_command(venv.context.env_exe, "-c", script) == "success\n" + # restored env will fail - venv deleted + with pytest.raises(FileNotFoundError): + restored_venv.run_command(venv.context.env_exe, "-c", script) + + +def test_restore_wrong_root() -> None: + # over existing dir + env_dir = tempfile.mkdtemp() + with pytest.raises(VenvNotFound) as v_exc: + Venv.restore(env_dir) + assert v_exc.value.interpreter.startswith(env_dir) + # over non existing dir + shutil.rmtree(env_dir) + with pytest.raises(VenvNotFound) as v_exc: + Venv.restore(env_dir) + assert v_exc.value.interpreter == env_dir + + +def test_create_with_dependency() -> None: + with Venv.create(tempfile.mkdtemp(), ["six"]) as venv: + freeze = venv.run_command("pip", "freeze") + assert "six" in freeze + script = """ +import six + +print('success') + """ + assert venv.run_command(venv.context.env_exe, "-c", script) == "success\n" + + +def test_create_with_wrong_dependency() -> None: + with pytest.raises(CannotInstallDependency) as cid: + Venv.create(tempfile.mkdtemp(), ["six", "_six_"]) + assert cid.value.dependency == "_six_" + + +def test_add_dependency() -> None: + with Venv.create(tempfile.mkdtemp()) as venv: + freeze = venv.run_command("pip", "freeze") + assert "six" not in freeze + venv.add_dependencies(["six"]) + freeze = venv.run_command("pip", "freeze") + assert "six" in freeze + + +def test_create_with_dependencies() -> None: + with Venv.create(tempfile.mkdtemp(), ["six==1.16.0", "python-dateutil"]) as venv: + script = """ +import six +import dateutil + +print('success') + """ + assert venv.run_command(venv.context.env_exe, "-c", script) == "success\n" + + +def test_run_command_with_error() -> None: + with Venv.create(tempfile.mkdtemp()) as venv: + # non existing command + with pytest.raises(FileNotFoundError): + venv.run_command("_not_existing_command_") + # command returns wrong status code + with pytest.raises(CalledProcessError) as cpe: + venv.run_command("pip", "wrong_param") + assert cpe.value.returncode == 1 + script = """ +raise Exception("always raises") + """ + with pytest.raises(CalledProcessError) as cpe: + venv.run_command("python", "-c", script) + assert cpe.value.returncode == 1 + assert b"always raises" in cpe.value.stdout + + +def test_run_module() -> None: + with Venv.create(tempfile.mkdtemp(), ["six"]) as venv: + freeze = venv.run_module("pip", "freeze", "--all") + assert "six" in freeze + assert "pip" in freeze + + # call non existing module + with pytest.raises(CalledProcessError) as cpe: + venv.run_module("blip") + assert cpe.value.returncode == 1 + assert b"blip" in cpe.value.stdout + + # call module with wrong params + with pytest.raises(CalledProcessError) as cpe: + venv.run_module("pip", "wrong_param") + assert cpe.value.returncode == 1 + + +def test_run_script() -> None: + with Venv.create(tempfile.mkdtemp()) as venv: + # relpath + result = venv.run_script("tests/common/scripts/counter.py") + lines = result.splitlines() + assert lines[-1] == "exit" + + # abspath + result = venv.run_script(os.path.abspath("tests/common/scripts/counter.py")) + lines = result.splitlines() + assert lines[-1] == "exit" + + # argv + result = venv.run_script(os.path.abspath("tests/common/scripts/args.py"), "--with-arg") + lines = result.splitlines() + assert lines[0] == "2" + assert "'--with-arg'" in lines[1] + + # custom environ + with custom_environ({"_CUSTOM_ENV_VALUE": "uniq"}): + result = venv.run_script("tests/common/scripts/environ.py") + assert "_CUSTOM_ENV_VALUE=uniq" in result + result = venv.run_script("tests/common/scripts/environ.py") + assert "_CUSTOM_ENV_VALUE=uniq" not in result + + # non exiting script + with pytest.raises(FileNotFoundError): + venv.run_script(os.path.abspath("tests/common/scripts/_non_existing_.py"), "--with-arg") + + # raising script + with pytest.raises(CalledProcessError) as cpe: + venv.run_script("tests/common/scripts/raises.py") + assert cpe.value.returncode == 1 + assert b"always raises" in cpe.value.stdout + + +def test_create_over_venv() -> None: + # we always wipe out previous env + env_dir = tempfile.mkdtemp() + venv = Venv.create(env_dir, ["six"]) + freeze = venv.run_module("pip", "freeze", "--all") + assert "six" in freeze + + # create over without dependency + with Venv.create(env_dir) as venv: + freeze = venv.run_module("pip", "freeze", "--all") + assert "six" not in freeze + + +def test_start_command() -> None: + with Venv.create(tempfile.mkdtemp()) as venv: + process = venv.start_command("pip", "freeze", "--all", stdout=PIPE) + assert process.wait() == 0 + assert b"pip" in process.stdout.read() + + # custom environ + with custom_environ({"_CUSTOM_ENV_VALUE": "uniq"}): + process = venv.start_command("python", "tests/common/scripts/environ.py", stdout=PIPE) + assert process.wait() == 0 + assert b"_CUSTOM_ENV_VALUE" in process.stdout.read() + + # command not found + with pytest.raises(FileNotFoundError): + venv.start_command("blip", "freeze", "--all", stdout=PIPE) + + # command exit code + process = venv.start_command("pip", "wrong_command", stdout=PIPE) + assert process.wait() == 1 From 37aed1ed6ec51bb40cad24c47f97706972c8445f Mon Sep 17 00:00:00 2001 From: Marcin Rudolf Date: Wed, 22 Jun 2022 21:42:39 +0200 Subject: [PATCH 4/7] implements stdout line iterator with process control --- dlt/common/runners/stdout.py | 19 +++++++++++++++++++ tests/common/test_pipes.py | 25 +++++++++++++++++++++++++ 2 files changed, 44 insertions(+) create mode 100644 dlt/common/runners/stdout.py create mode 100644 tests/common/test_pipes.py diff --git a/dlt/common/runners/stdout.py b/dlt/common/runners/stdout.py new file mode 100644 index 0000000000..9520505314 --- /dev/null +++ b/dlt/common/runners/stdout.py @@ -0,0 +1,19 @@ +from subprocess import PIPE, CalledProcessError +from typing import Any, Iterator + +from dlt.common.runners.venv import Venv + + +def iter_stdout(venv: Venv, command: str, *script_args: Any) -> Iterator[str]: + # start a process in virtual environment, assume that text comes from stdout + process = venv.start_command(command, *script_args, stdout=PIPE, stderr=PIPE, text=True) + exit_code: int = None + + # read all the lines until empty marker is returned + for line in iter(process.stdout.readline, ''): + yield line[:-1] + + # we fail iterator if exit code is not 0 + exit_code = process.wait() + if exit_code != 0: + raise CalledProcessError(exit_code, command) diff --git a/tests/common/test_pipes.py b/tests/common/test_pipes.py new file mode 100644 index 0000000000..ed5b6712be --- /dev/null +++ b/tests/common/test_pipes.py @@ -0,0 +1,25 @@ +from subprocess import CalledProcessError +import tempfile +import pytest + +from dlt.common.runners.stdout import iter_stdout + +from dlt.common.runners.venv import Venv + + +def test_iter_stdout() -> None: + with Venv.create(tempfile.mkdtemp()) as venv: + expected = ["0", "1", "2", "3", "4", "exit"] + for i, l in enumerate(iter_stdout(venv, "python", "tests/common/scripts/counter.py")): + assert expected[i] == l + + +def test_iter_stdout_raises() -> None: + with Venv.create(tempfile.mkdtemp()) as venv: + expected = ["0", "1", "2"] + with pytest.raises(CalledProcessError) as cpe: + for i, l in enumerate(iter_stdout(venv, "python", "tests/common/scripts/raising_counter.py")): + assert expected[i] == l + assert cpe.value.returncode == 1 + # we actually consumed part of the iterator up until "2" + assert i == 2 From 16e6480adf21d50df2bb43d8c3f19d056088b9fb Mon Sep 17 00:00:00 2001 From: Marcin Rudolf Date: Wed, 22 Jun 2022 21:43:27 +0200 Subject: [PATCH 5/7] implements process stdout pipe source --- examples/sources/stdout.py | 11 +++++++++++ 1 file changed, 11 insertions(+) create mode 100644 examples/sources/stdout.py diff --git a/examples/sources/stdout.py b/examples/sources/stdout.py new file mode 100644 index 0000000000..8f3cc46a23 --- /dev/null +++ b/examples/sources/stdout.py @@ -0,0 +1,11 @@ +from typing import Any, Iterator + +from dlt.common import json +from dlt.common.runners.venv import Venv +from dlt.common.runners.stdout import iter_stdout +from dlt.common.typing import DictStrAny + + +def get_source(venv: Venv, command: str, *script_args: Any) -> Iterator[DictStrAny]: + # use pipe iterator and mapping function to get dict iterator from pipe + yield from map(lambda s: json.loads(s), iter_stdout(venv, command, *script_args)) # type: ignore From af67924fb099b1cd45722db0cd8f214661177c04 Mon Sep 17 00:00:00 2001 From: Marcin Rudolf Date: Wed, 22 Jun 2022 21:45:04 +0200 Subject: [PATCH 6/7] adds singer tap source and examples --- examples/data/singer_taps/csv_catalog.json | 134 ++++++++++++++++++ .../data/singer_taps/model_annotations.csv | 3 + examples/singer_tap_example.py | 48 +++++-- examples/singer_tap_jsonl_example.py | 18 +++ examples/sources/jsonl.py | 8 +- examples/sources/singer_tap.py | 45 +++++- 6 files changed, 231 insertions(+), 25 deletions(-) create mode 100644 examples/data/singer_taps/csv_catalog.json create mode 100644 examples/data/singer_taps/model_annotations.csv create mode 100644 examples/singer_tap_jsonl_example.py diff --git a/examples/data/singer_taps/csv_catalog.json b/examples/data/singer_taps/csv_catalog.json new file mode 100644 index 0000000000..617f4e90b7 --- /dev/null +++ b/examples/data/singer_taps/csv_catalog.json @@ -0,0 +1,134 @@ +{ + "streams": [ + { + "tap_stream_id": "annotations_202205", + "replication_method": "FULL_TABLE", + "key_properties": [ + "message id" + ], + "schema": { + "properties": { + "sender id": { + "type": [ + "string", + "null" + ] + }, + "message id": { + "type": [ + "string", + "null" + ] + }, + "annotation": { + "type": [ + "string", + "null" + ] + }, + "confidence": { + "type": [ + "string", + "null" + ] + }, + "count": { + "type": [ + "string", + "null" + ] + }, + "added at": { + "type": [ + "string", + "null" + ] + }, + "reviewed": { + "type": [ + "string", + "null" + ] + } + }, + "type": "object" + }, + "stream": "annotations_202205", + "metadata": [ + { + "breadcrumb": [ + "properties", + "sender id" + ], + "metadata": { + "inclusion": "available" + } + }, + { + "breadcrumb": [ + "properties", + "message id" + ], + "metadata": { + "inclusion": "automatic" + } + }, + { + "breadcrumb": [ + "properties", + "annotation" + ], + "metadata": { + "inclusion": "available" + } + }, + { + "breadcrumb": [ + "properties", + "confidence" + ], + "metadata": { + "inclusion": "available" + } + }, + { + "breadcrumb": [ + "properties", + "count" + ], + "metadata": { + "inclusion": "available" + } + }, + { + "breadcrumb": [ + "properties", + "added at" + ], + "metadata": { + "inclusion": "available" + } + }, + { + "breadcrumb": [ + "properties", + "reviewed" + ], + "metadata": { + "inclusion": "available" + } + }, + { + "breadcrumb": [], + "metadata": { + "inclusion": "available", + "selected": true, + "table-key-properties": [ + "message id" + ] + } + } + ] + } + ] +} diff --git a/examples/data/singer_taps/model_annotations.csv b/examples/data/singer_taps/model_annotations.csv new file mode 100644 index 0000000000..9cea3df21b --- /dev/null +++ b/examples/data/singer_taps/model_annotations.csv @@ -0,0 +1,3 @@ +sender id,message id,annotation,confidence,count,added at,reviewed +A92891n389182,29123898192,frustrated,0.982182,2,6/16/2022 18:33:30,FALSE +A92891n389182,12787812,converted,0.1828121,1,6/16/2022 18:33:30,TRUE \ No newline at end of file diff --git a/examples/singer_tap_example.py b/examples/singer_tap_example.py index 50965e3656..2b3ab25b7f 100644 --- a/examples/singer_tap_example.py +++ b/examples/singer_tap_example.py @@ -1,18 +1,36 @@ +import os +from tempfile import mkdtemp -from typing import Iterator -from dlt.pipeline import Pipeline -from dlt.pipeline.typing import GCPPipelineCredentials +from dlt.pipeline import Pipeline, GCPPipelineCredentials +from dlt.common.runners.venv import Venv -from examples.sources.singer_tap import SingerMessage, get_source -from examples.sources.jsonl import get_source as read_jsonl +from examples.sources.singer_tap import get_source -# load hubspot schema stub - it converts all field names with `timestamp` into timestamp type -schema = Pipeline.load_schema_from_file("examples/schemas/hubspot_schema.yml") -p = Pipeline("singer_tap_sheets") -p.create_pipeline(GCPPipelineCredentials.from_services_file("_secrets/project1234_service.json", "load_1"), schema=schema) -# p.extract(get_source(read_jsonl("examples/data/singer_taps/tap_google_sheet.jsonl"))) -raw_messages: Iterator[SingerMessage] = read_jsonl("examples/data/singer_taps/tap_hubspot.jsonl") # type: ignore -p.extract(get_source(raw_messages, p.state)) -p.unpack() -print(p.get_default_schema().as_yaml(remove_default_hints=True)) -# p.load() +p = Pipeline("singer_csv") +p.create_pipeline(GCPPipelineCredentials.from_services_file("_secrets/project1234_service.json", "load_1")) + +# create Venv with desired dependencies, in this case csv tap +# venv creation costs time so it should be created only once and reused + +# here we use context manager to automatically delete venv after example was run +# the dependency is meltano version of csv tap +print("Spawning virtual environment to run singer and installing csv tap from git+https://github.com/MeltanoLabs/tap-csv.git") +with Venv.create(mkdtemp(), ["git+https://github.com/MeltanoLabs/tap-csv.git"]) as venv: + # prep singer config for csv-tap + csv_tap_config = { + "files": [ + { + "entity": "annotations_202205", + "path": os.path.abspath("examples/data/singer_taps/model_annotations.csv"), + "keys": [ + "message id" + ] + } + ] + } + print("running tap-csv") + i = get_source(venv, "tap-csv", csv_tap_config, "examples/data/singer_taps/csv_catalog.json", state=p.state) + p.extract(i) + p.unpack() + print(p.get_default_schema().as_yaml(remove_default_hints=True)) + # p.load() diff --git a/examples/singer_tap_jsonl_example.py b/examples/singer_tap_jsonl_example.py new file mode 100644 index 0000000000..86163de135 --- /dev/null +++ b/examples/singer_tap_jsonl_example.py @@ -0,0 +1,18 @@ + +from typing import Iterator +from dlt.pipeline import Pipeline +from dlt.pipeline.typing import GCPPipelineCredentials + +from examples.sources.singer_tap import SingerMessage, get_source_from_stream +from examples.sources.jsonl import get_source as read_jsonl + +# load hubspot schema stub - it converts all field names with `timestamp` into timestamp type +schema = Pipeline.load_schema_from_file("examples/schemas/hubspot_schema.yml") +p = Pipeline("singer_tap_sheets") +p.create_pipeline(GCPPipelineCredentials.from_services_file("_secrets/project1234_service.json", "load_1"), schema=schema) +# p.extract(get_source(read_jsonl("examples/data/singer_taps/tap_google_sheet.jsonl"))) +raw_messages: Iterator[SingerMessage] = read_jsonl("examples/data/singer_taps/tap_hubspot.jsonl") # type: ignore +p.extract(get_source_from_stream(raw_messages, p.state)) +p.unpack() +print(p.get_default_schema().as_yaml(remove_default_hints=True)) +# p.load() diff --git a/examples/sources/jsonl.py b/examples/sources/jsonl.py index eb3edfc13d..f683878713 100644 --- a/examples/sources/jsonl.py +++ b/examples/sources/jsonl.py @@ -1,12 +1,8 @@ import jsonlines -from typing import Iterator, TYPE_CHECKING, Any -if TYPE_CHECKING: - from _typeshed import StrOrBytesPath -else: - StrOrBytesPath = Any +from typing import Iterator from dlt.common import json -from dlt.common.typing import DictStrAny +from dlt.common.typing import DictStrAny, StrOrBytesPath def get_source(path: StrOrBytesPath) -> Iterator[DictStrAny]: diff --git a/examples/sources/singer_tap.py b/examples/sources/singer_tap.py index 025486c114..01730db386 100644 --- a/examples/sources/singer_tap.py +++ b/examples/sources/singer_tap.py @@ -1,10 +1,16 @@ +import os +import tempfile +from typing import Iterator, TypedDict, cast, Union - -from typing import Iterator, TypedDict, cast +from dlt.common import json +from dlt.common.runners.venv import Venv from dlt.common.sources import with_table_name -from dlt.common.typing import DictStrAny +from dlt.common.typing import DictStrAny, StrAny, StrOrBytesPath + +from examples.sources.stdout import get_source as get_singer_pipe # from dlt.pipeline.exceptions import MissingDependencyException +FilePathOrDict = Union[StrAny, StrOrBytesPath] class SingerMessage(TypedDict): @@ -28,7 +34,7 @@ class SingerState(SingerMessage): # pip install ../singer/singer-python # https://github.com/datamill-co/singer-runner/tree/master/singer_runner # https://techgaun.github.io/active-forks/index.html#singer-io/singer-python -def get_source(singer_messages: Iterator[SingerMessage], state: DictStrAny = None) -> Iterator[DictStrAny]: +def get_source_from_stream(singer_messages: Iterator[SingerMessage], state: DictStrAny = None) -> Iterator[DictStrAny]: last_state = {} for msg in singer_messages: if msg["type"] == "RECORD": @@ -40,3 +46,34 @@ def get_source(singer_messages: Iterator[SingerMessage], state: DictStrAny = Non last_state = msg["value"] if state: state["singer"] = last_state + + +def get_source(venv: Venv, tap_name: str, config_file: FilePathOrDict, catalog_file: FilePathOrDict, state: DictStrAny = None) -> Iterator[DictStrAny]: + # write config dictionary to temp file in virtual environment if passed as dict + config_file_path: StrOrBytesPath = None + if type(config_file) is dict: + fd, tmp_name = tempfile.mkstemp(dir=venv.context.env_dir) + with os.fdopen(fd, "w") as f: + json.dump(config_file, f) + config_file_path = tmp_name + else: + config_file_path = config_file # type: ignore + + # process catalog like config + catalog_file_path: StrOrBytesPath = None + if type(catalog_file) is dict: + fd, tmp_name = tempfile.mkstemp(dir=venv.context.env_dir) + with os.fdopen(fd, "w") as f: + json.dump(catalog_file, f) + catalog_file_path = tmp_name + else: + catalog_file_path = catalog_file # type: ignore + + pipe_iterator = get_singer_pipe(venv, + tap_name, + "--config", + os.path.abspath(config_file_path), + "--catalog", + os.path.abspath(catalog_file_path) + ) + yield from get_source_from_stream(pipe_iterator, state) # type: ignore From 663456229ef9eaa74647bc13003ea57d989e38d2 Mon Sep 17 00:00:00 2001 From: Marcin Rudolf Date: Thu, 23 Jun 2022 14:03:51 +0200 Subject: [PATCH 7/7] improves tap-csv dependency on MAXOS --- dlt/common/exceptions.py | 11 +++++++++-- examples/singer_tap_example.py | 3 ++- 2 files changed, 11 insertions(+), 3 deletions(-) diff --git a/dlt/common/exceptions.py b/dlt/common/exceptions.py index c0c775e52f..e8de045921 100644 --- a/dlt/common/exceptions.py +++ b/dlt/common/exceptions.py @@ -1,3 +1,6 @@ +from typing import AnyStr + + class DltException(Exception): pass @@ -28,10 +31,14 @@ def __init__(self, method: str) -> None: class CannotInstallDependency(DltException): - def __init__(self, dependency: str, interpreter: str, output: str) -> None: + def __init__(self, dependency: str, interpreter: str, output: AnyStr) -> None: self.dependency = dependency self.interpreter = interpreter - super().__init__(f"Cannot install dependency {dependency} with {interpreter} and pip:\n{output}\n") + if isinstance(output, bytes): + str_output = output.decode("utf-8") + else: + str_output = output + super().__init__(f"Cannot install dependency {dependency} with {interpreter} and pip:\n{str_output}\n") class VenvNotFound(DltException): diff --git a/examples/singer_tap_example.py b/examples/singer_tap_example.py index 2b3ab25b7f..73fbc47552 100644 --- a/examples/singer_tap_example.py +++ b/examples/singer_tap_example.py @@ -15,8 +15,9 @@ # here we use context manager to automatically delete venv after example was run # the dependency is meltano version of csv tap print("Spawning virtual environment to run singer and installing csv tap from git+https://github.com/MeltanoLabs/tap-csv.git") +# WARNING: on MACOS you need to have working gcc to use tap-csv, otherwise dependency will not be installed with Venv.create(mkdtemp(), ["git+https://github.com/MeltanoLabs/tap-csv.git"]) as venv: - # prep singer config for csv-tap + # prep singer config for tap-csv csv_tap_config = { "files": [ {