From d467ca22a1d58bdcd6fb4c14a0354631a1909c3d Mon Sep 17 00:00:00 2001 From: "Aaron (\"AJ\") Steers" Date: Thu, 30 Mar 2023 01:14:31 -0700 Subject: [PATCH 01/12] feat: ability to query table and column stats; fix: missing bookmarks for native batch-based sync (#13) * add devcontainer config * feat: table profiling and incremental sync for batch * Update tap_snowflake/client.py Co-authored-by: Edgar R. M. * seemingly working incremental with batch support * linting * more linting --------- Co-authored-by: Edgar R. M. Co-authored-by: Ken Payne --- .devcontainer/devcontainer.json | 25 ++++ poetry.lock | 151 +++++++++----------- pyproject.toml | 2 +- tap_snowflake/client.py | 246 ++++++++++++++++++++++++++++++-- tests/catalog-incremental.json | 222 ++++++++++++++++++++++++++++ tests/catalog.json | 12 +- 6 files changed, 560 insertions(+), 98 deletions(-) create mode 100644 .devcontainer/devcontainer.json create mode 100644 tests/catalog-incremental.json diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json new file mode 100644 index 0000000..7d09d79 --- /dev/null +++ b/.devcontainer/devcontainer.json @@ -0,0 +1,25 @@ +// For format details, see https://aka.ms/devcontainer.json. For config options, see the +// README at: https://github.com/devcontainers/templates/tree/main/src/python +{ + "name": "Python 3", + // Or use a Dockerfile or Docker Compose file. More info: https://containers.dev/guide/dockerfile + "image": "mcr.microsoft.com/devcontainers/python:0-3.10", + "features": { + "ghcr.io/devcontainers-contrib/features/black:2": {}, + "ghcr.io/devcontainers-contrib/features/flake8:2": {}, + "ghcr.io/devcontainers-contrib/features/isort:2": {}, + "ghcr.io/devcontainers-contrib/features/meltano:2": {}, + "ghcr.io/devcontainers-contrib/features/mypy:2": {}, + "ghcr.io/devcontainers-contrib/features/poetry:2": {}, + "ghcr.io/devcontainers-contrib/features/twine:2": {} + }, + + // Use 'postCreateCommand' to run commands after the container is created. + "postCreateCommand": "poetry install" + + // Configure tool-specific properties. + // "customizations": {}, + + // Uncomment to connect as root instead. More info: https://aka.ms/dev-containers-non-root. + // "remoteUser": "root" +} diff --git a/poetry.lock b/poetry.lock index 8bb9ad5..b785d6b 100644 --- a/poetry.lock +++ b/poetry.lock @@ -611,46 +611,55 @@ files = [ [[package]] name = "mypy" -version = "0.910" +version = "0.991" description = "Optional static typing for Python" category = "dev" optional = false -python-versions = ">=3.5" +python-versions = ">=3.7" files = [ - {file = "mypy-0.910-cp35-cp35m-macosx_10_9_x86_64.whl", hash = "sha256:a155d80ea6cee511a3694b108c4494a39f42de11ee4e61e72bc424c490e46457"}, - {file = "mypy-0.910-cp35-cp35m-manylinux1_x86_64.whl", hash = "sha256:b94e4b785e304a04ea0828759172a15add27088520dc7e49ceade7834275bedb"}, - {file = "mypy-0.910-cp35-cp35m-manylinux2010_x86_64.whl", hash = "sha256:088cd9c7904b4ad80bec811053272986611b84221835e079be5bcad029e79dd9"}, - {file = "mypy-0.910-cp35-cp35m-win_amd64.whl", hash = "sha256:adaeee09bfde366d2c13fe6093a7df5df83c9a2ba98638c7d76b010694db760e"}, - {file = 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a/tap_snowflake/client.py b/tap_snowflake/client.py index 1061893..942dbf6 100644 --- a/tap_snowflake/client.py +++ b/tap_snowflake/client.py @@ -6,18 +6,50 @@ from __future__ import annotations import os +from dataclasses import dataclass +from enum import Enum, auto from pathlib import Path -from typing import Iterable, List, Tuple +from typing import Any, Iterable, List, Tuple from uuid import uuid4 import sqlalchemy -from singer_sdk import SQLConnector, SQLStream +from singer_sdk import SQLConnector, SQLStream, metrics from singer_sdk.helpers._batch import BaseBatchFileEncoding, BatchConfig from singer_sdk.streams.core import REPLICATION_FULL_TABLE, REPLICATION_INCREMENTAL from snowflake.sqlalchemy import URL from sqlalchemy.sql import text +class ProfileStats(Enum): + """Profile Statistics Enum.""" + + TABLE_SIZE_IN_MB = auto() + TABLE_ROW_COUNT = auto() + COLUMN_MIN_VALUE = auto() + COLUMN_MAX_VALUE = auto() + COLUMN_NULL_VALUES = auto() + COLUMN_NONNULL_VALUES = auto() + + +@dataclass +class ColumnProfile: + """Column Profile.""" + + min_value: int | None + max_value: int | None + null_values: int | None + nonnull_values: int | None + + +@dataclass +class TableProfile: + """Table Profile.""" + + column_profiles: dict[str, ColumnProfile] + row_count: int | None + size_in_mb: int | None + + class SnowflakeConnector(SQLConnector): """Connects to the Snowflake SQL source.""" @@ -76,12 +108,148 @@ def discover_catalog_entries(self) -> list[dict]: return result + def get_table_profile( + self, + full_table_name: str, + stats: set[ProfileStats], + profile_columns: list[str] | None = None, + ) -> TableProfile: + """Scan source system for a set of profile stats. + + This is a proposed implementation to eventually be included in the SDK. + + This generic implementation should be compatible with most/all SQL providers, as + it only requires min(), max(), and count() support, which are all part of ANSI + SQL. + + Developers may override this for performance improvements on their native SQL + implementation. + + Any stats not requested but available 'for free' while collecting other stats + may be included in the returned profile. For example, the base implementation + cannot calculate COLUMN_NULL_VALUES without also calculating TABLE_ROW_COUNT and + COLUMN_NONNULL_VALUES. The additional stats therefore would be returned along + with the requested stats. The consumer should ignore or disregard any stats not + needed. + + Note: Gathering stats can take a long time. The implementation should attempt + to combine stats gathering into fewer tables scans where possible and only + spend time pulling in requested stats. + + Returns: + A TableProfile object. Stats may be left null if not requested, not + available, or not implemented. Callers should check each field for null + values and handle null as 'not available'. + """ + profile_columns = profile_columns or [] + expressions: list[str] = [] + if ( + ProfileStats.TABLE_ROW_COUNT in stats + or ProfileStats.COLUMN_NULL_VALUES in stats + ): + expressions.append("count(1) as row_count") + if ProfileStats.TABLE_SIZE_IN_MB in stats: + self.logger.debug( + "TABLE_SIZE_IN_MB stats not implemented for this provider." + ) + for col in profile_columns or []: + if ProfileStats.COLUMN_MIN_VALUE in stats: + expressions.append(f"min({col}) as min__{col}") + if ProfileStats.COLUMN_MAX_VALUE in stats: + expressions.append(f"max({col}) as max__{col}") + if ( + ProfileStats.COLUMN_NONNULL_VALUES in stats + or ProfileStats.COLUMN_NULL_VALUES in stats + ): + expressions.append(f"count({col}) as nonnull__{col}") + if ProfileStats.COLUMN_NULL_VALUES in stats: + expressions.append(f"count(1) - count({col}) as null__{col}") + result_dict = ( + self.connection.execute( + text(f"SELECT {', '.join(expressions)} FROM {full_table_name}") + ) + .one() + ._asdict() + ) + return TableProfile( + row_count=result_dict.get("row_count", None), + size_in_mb=result_dict.get("size_in_mb", None), + column_profiles={ + col: ColumnProfile( + min_value=result_dict.get(f"min__{col}", None), + max_value=result_dict.get(f"max__{col}", None), + null_values=result_dict.get(f"null__{col}", None), + nonnull_values=result_dict.get(f"nonnull__{col}", None), + ) + for col in profile_columns + }, + ) + class SnowflakeStream(SQLStream): """Stream class for Snowflake streams.""" connector_class = SnowflakeConnector + @property + def is_sorted(self): + """Is sorted.""" + return bool(self.replication_key) + + def _sync_batches( + self, + batch_config: BatchConfig, + context: dict | None = None, + ) -> None: + """Sync batches, emitting BATCH messages. + + This is a proposed replacement for the SDK internal SQLStream._sync_baches. + Per: https://github.com/meltano/sdk/issues/976 + + This version stores the max replication value before batch sync starts, and then + increments the stream state with this value after the sync operation completes. + + Since any FULL_TABLE sync operations may subsequently be run as INCREMENTAL, + the querying of the max value is not dependent upon running in INCREMENTAL mode. + + Args: + batch_config: The batch configuration. + context: Stream partition or context dictionary. + """ + self._write_starting_replication_value(context) + + # New: Collect the max value for the replication column. + max_replication_key_value = None + if self.replication_key: + table_profile: TableProfile = ( + self.connector.get_table_profile( # type: ignore + full_table_name=self.fully_qualified_name, + stats={ProfileStats.COLUMN_MAX_VALUE}, + profile_columns=[self.replication_key], + ) + ) + max_replication_key_value = table_profile.column_profiles[ + self.replication_key + ].max_value + + # Not chanded: Note that the STATE messages will not have an incremented + # replication key value at this point. + with metrics.batch_counter(self.name, context=context) as counter: + for encoding, manifest in self.get_batches(batch_config, context): + counter.increment() + self._write_batch_message(encoding=encoding, manifest=manifest) + self._write_state_message() + + # New: Increment and emit the final STATE message after sync has completed. + if max_replication_key_value: + self._increment_stream_state( + latest_record={ + self.replication_key: max_replication_key_value # type: ignore + }, + context=context, + ) + self._write_state_message() + def get_batches( self, batch_config: BatchConfig, context: dict | None = None ) -> Iterable[tuple[BaseBatchFileEncoding, list[str]]]: @@ -99,19 +267,27 @@ def get_batches( raise NotImplementedError( f"Stream '{self.name}' does not support partitioning." ) - return self.get_batches_from_internal_user_stage(batch_config, context) + yield from self.get_batches_from_internal_user_stage(batch_config, context) - @staticmethod def _get_full_table_copy_statement( - sync_id: str, prefix: str, objects: List[str], table_name: str + self, sync_id: str, prefix: str, objects: List[str], table_name: str ) -> Tuple[text, dict]: """Get FULL_TABLE copy statement and key bindings.""" + statement = [f"copy into '@~/tap-snowflake/{sync_id}/{prefix}' from "] + if self.replication_key: + statement.append( + f"(select object_construct({', '.join(objects)}) from {table_name} " + f"order by {self.replication_key}) " + ) + else: + statement.append( + f"(select object_construct({', '.join(objects)}) from {table_name}) " + ) + statement.append( + "file_format = (type='JSON', compression='GZIP') overwrite = TRUE" + ) return ( - text( - f"copy into '@~/tap-snowflake/{sync_id}/{prefix}' from " - + f"(select object_construct({', '.join(objects)}) from {table_name}) " - + "file_format = (type='JSON', compression='GZIP') overwrite = TRUE" - ), + text("".join(statement)), {}, ) @@ -202,11 +378,11 @@ def get_batches_from_internal_user_stage( copy_statement, kwargs = self._get_copy_statement( sync_id=sync_id, prefix=prefix, context=context ) - self.connector.connection.execute(copy_statement, **kwargs) + self.connector.connection.execute(copy_statement, **kwargs).all() # list available files results = self.connector.connection.execute( text(f"list '@~/tap-snowflake/{sync_id}/'") - ) + ).all() # download available files local_path = f"{root.replace('file://', '')}/{sync_id}" Path(local_path).mkdir(parents=True, exist_ok=True) @@ -223,3 +399,49 @@ def get_batches_from_internal_user_stage( text(f"remove '@~/tap-snowflake/{sync_id}/'") ) yield (batch_config.encoding, files) + + # Get records from stream + # Overridden to use native objects under `if start_val:` + def get_records(self, context: dict | None) -> Iterable[dict[str, Any]]: + """Return a generator of record-type dictionary objects. + + If the stream has a replication_key value defined, records will be sorted by the + incremental key. If the stream also has an available starting bookmark, the + records will be filtered for values greater than or equal to the bookmark value. + + Args: + context: If partition context is provided, will read specifically from this + data slice. + + Yields: + One dict per record. + + Raises: + NotImplementedError: If partition is passed in context and the stream does + not support partitioning. + """ + if context: + raise NotImplementedError( + f"Stream '{self.name}' does not support partitioning." + ) + + selected_column_names = self.get_selected_schema()["properties"].keys() + table = self.connector.get_table( + full_table_name=self.fully_qualified_name, + column_names=selected_column_names, + ) + query = table.select() + + if self.replication_key: + replication_key_col = table.columns[self.replication_key] + query = query.order_by(replication_key_col) + + start_val = self.get_starting_replication_key_value(context) + if start_val: + query = query.where(replication_key_col >= start_val) + + if self._MAX_RECORDS_LIMIT is not None: + query = query.limit(self._MAX_RECORDS_LIMIT) + + for record in self.connector.connection.execute(query): + yield dict(record) diff --git a/tests/catalog-incremental.json b/tests/catalog-incremental.json new file mode 100644 index 0000000..0fbf36e --- /dev/null +++ b/tests/catalog-incremental.json @@ -0,0 +1,222 @@ +{ + "streams": [ + { + "tap_stream_id": "tpch_sf1-supplier", + "table_name": "supplier", + "replication_method": "INCREMENTAL", + "replication_key": "s_suppkey", + "key_properties": ["s_suppkey"], + "schema": { + "properties": { + "s_suppkey": { + "type": ["number"] + }, + "s_name": { + "type": ["string"] + }, + "s_address": { + "type": ["string"] + }, + "s_nationkey": { + "type": ["number"] + }, + "s_phone": { + "type": ["string"] + }, + "s_acctbal": { + "type": ["number"] + }, + "s_comment": { + "type": ["string", "null"] + } + }, + "type": "object", + "required": [ + "s_suppkey", + "s_name", + "s_address", + "s_nationkey", + "s_phone", + "s_acctbal" + ] + }, + "is_view": false, + "stream": "tpch_sf1-supplier", + "metadata": [ + { + "breadcrumb": ["properties", "s_suppkey"], + "metadata": { + "inclusion": "available" + } + }, + { + "breadcrumb": ["properties", "s_name"], + "metadata": { + "inclusion": "available" + } + }, + { + "breadcrumb": ["properties", "s_address"], + "metadata": { + "inclusion": "available" + } + }, + { + "breadcrumb": ["properties", "s_nationkey"], + "metadata": { + "inclusion": "available" + } + }, + { + "breadcrumb": ["properties", "s_phone"], + "metadata": { + "inclusion": "available" + } + }, + { + "breadcrumb": ["properties", "s_acctbal"], + "metadata": { + "inclusion": "available" + } + }, + { + "breadcrumb": ["properties", "s_comment"], + "metadata": { + "inclusion": "available" + } + }, + { + "breadcrumb": [], + "metadata": { + "inclusion": "available", + "table-key-properties": ["s_suppkey"], + "valid-replication-keys": ["s_suppkey"], + "forced-replication-method": "", + "schema-name": "tpch_sf1", + "selected": true + } + } + ] + }, + { + "tap_stream_id": "tpch_sf1-orders", + "table_name": "orders", + "replication_method": "INCREMENTAL", + "replication_key": "o_orderkey", + "key_properties": ["o_orderkey"], + "schema": { + "properties": { + "o_orderkey": { + "type": ["number"] + }, + "o_custkey": { + "type": ["number"] + }, + "o_orderstatus": { + "type": ["string"] + }, + "o_totalprice": { + "type": ["number"] + }, + "o_orderdate": { + "format": "date", + "type": ["string"] + }, + "o_orderpriority": { + "type": ["string"] + }, + "o_clerk": { + "type": ["string"] + }, + "o_shippriority": { + "type": ["number"] + }, + "o_comment": { + "type": ["string"] + } + }, + "type": "object", + "required": [ + "o_orderkey", + "o_custkey", + "o_orderstatus", + "o_totalprice", + "o_orderdate", + "o_orderpriority", + "o_clerk", + "o_shippriority", + "o_comment" + ] + }, + "is_view": false, + "stream": "tpch_sf1-orders", + "metadata": [ + { + "breadcrumb": ["properties", "o_orderkey"], + "metadata": { + "inclusion": "available" + } + }, + { + "breadcrumb": ["properties", "o_custkey"], + "metadata": { + "inclusion": "available" + } + }, + { + "breadcrumb": ["properties", "o_orderstatus"], + "metadata": { + "inclusion": "available" + } + }, + { + "breadcrumb": ["properties", "o_totalprice"], + "metadata": { + "inclusion": "available" + } + }, + { + "breadcrumb": ["properties", "o_orderdate"], + "metadata": { + "inclusion": "available" + } + }, + { + "breadcrumb": ["properties", "o_orderpriority"], + "metadata": { + "inclusion": "available" + } + }, + { + "breadcrumb": ["properties", "o_clerk"], + "metadata": { + "inclusion": "available" + } + }, + { + "breadcrumb": ["properties", "o_shippriority"], + "metadata": { + "inclusion": "available" + } + }, + { + "breadcrumb": ["properties", "o_comment"], + "metadata": { + "inclusion": "available" + } + }, + { + "breadcrumb": [], + "metadata": { + "inclusion": "available", + "table-key-properties": ["o_orderkey"], + "valid-replication-keys": ["o_orderkey", "o_orderdate"], + "forced-replication-method": "", + "schema-name": "tpch_sf1", + "selected": true + } + } + ] + } + ] +} diff --git a/tests/catalog.json b/tests/catalog.json index 80a89ad..62e5e69 100644 --- a/tests/catalog.json +++ b/tests/catalog.json @@ -4,7 +4,7 @@ "tap_stream_id": "tpch_sf1-customer", "table_name": "customer", "replication_method": "", - "key_properties": [], + "key_properties": ["c_custkey"], "schema": { "properties": { "c_custkey": { @@ -97,7 +97,8 @@ "breadcrumb": [], "metadata": { "inclusion": "available", - "table-key-properties": [], + "table-key-properties": ["c_custkey"], + "valid-replication-keys": ["c_custkey"], "forced-replication-method": "", "schema-name": "tpch_sf1", "selected": true @@ -299,7 +300,7 @@ "tap_stream_id": "tpch_sf1-nation", "table_name": "nation", "replication_method": "", - "key_properties": [], + "key_properties": ["n_nationkey"], "schema": { "properties": { "n_nationkey": { @@ -361,7 +362,7 @@ "tap_stream_id": "tpch_sf1-orders", "table_name": "orders", "replication_method": "", - "key_properties": [], + "key_properties": ["o_orderkey"], "schema": { "properties": { "o_orderkey": { @@ -467,7 +468,8 @@ "breadcrumb": [], "metadata": { "inclusion": "available", - "table-key-properties": [], + "table-key-properties": ["o_orderkey"], + "valid-replication-keys": ["o_orderkey"], "forced-replication-method": "", "schema-name": "tpch_sf1", "selected": true From 8586ccfaa1a83dcbe03b5800633662b384ac2947 Mon Sep 17 00:00:00 2001 From: Quinn Batten Date: Thu, 30 Mar 2023 06:55:08 -0400 Subject: [PATCH 02/12] chore: Pin sdk <=0.19.0, resolve #16 (#17) Co-authored-by: Ken Payne --- poetry.lock | 1510 +++++++++++++++++++++++++----------------------- pyproject.toml | 4 +- 2 files changed, 791 insertions(+), 723 deletions(-) diff --git a/poetry.lock b/poetry.lock index b785d6b..8869d2a 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,5 +1,3 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a/pyproject.toml +++ b/pyproject.toml @@ -14,13 +14,13 @@ packages = [ ] [tool.poetry.dependencies] -python = "<3.11,>=3.7.1" +python = ">=3.7.1,<3.12" requests = "^2.25.1" -singer-sdk = {extras = ["testing"], version = "<=0.19.0"} +singer-sdk = {extras = ["testing"], version = ">=0.22.1"} # use main until SDK 0.20.0 # singer-sdk = {git = "https://github.com/meltano/sdk.git", rev = "main", extras=["testing"]} -snowflake-sqlalchemy = "^1.4.3" -snowflake-connector-python = "^2.8.0" +snowflake-sqlalchemy = "^1.4.7" +snowflake-connector-python = "^3.0.2" [tool.poetry.dev-dependencies] tox = "^3.24.4" From fdbbd4989e1e76b71cc1c1456747043c858c32ac Mon Sep 17 00:00:00 2001 From: Ken Payne Date: Tue, 11 Apr 2023 10:14:44 +0100 Subject: [PATCH 04/12] feat: Speed up automated tests (#15) Co-authored-by: Edgar R. M. --- poetry.lock | 211 ++++++++++++++++++++-------------------- pyproject.toml | 13 ++- tap_snowflake/client.py | 14 +-- tap_snowflake/tap.py | 11 +++ tests/test_core.py | 14 ++- 5 files changed, 143 insertions(+), 120 deletions(-) diff --git a/poetry.lock b/poetry.lock index 4b848a4..930c820 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.4.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand. 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powerful testing with Python" -category = "main" +category = "dev" optional = false python-versions = ">=3.7" files = [ - {file = "pytest-7.2.2-py3-none-any.whl", hash = "sha256:130328f552dcfac0b1cec75c12e3f005619dc5f874f0a06e8ff7263f0ee6225e"}, - {file = "pytest-7.2.2.tar.gz", hash = "sha256:c99ab0c73aceb050f68929bc93af19ab6db0558791c6a0715723abe9d0ade9d4"}, + {file = "pytest-7.3.0-py3-none-any.whl", hash = "sha256:933051fa1bfbd38a21e73c3960cebdad4cf59483ddba7696c48509727e17f201"}, + {file = "pytest-7.3.0.tar.gz", hash = "sha256:58ecc27ebf0ea643ebfdf7fb1249335da761a00c9f955bcd922349bcb68ee57d"}, ] [package.dependencies] -attrs = ">=19.2.0" colorama = {version = "*", markers = "sys_platform == \"win32\""} exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""} importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""} @@ -1011,13 +1010,13 @@ pluggy = ">=0.12,<2.0" tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""} 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">=3.7.1,<3.12" -content-hash = "b12f280bf96d9d652ab17ebf3594bae46d21e2225da7db8d9d22711688f3dc14" +content-hash = "a676b1000b1f5ff71629561bfe80020d408587a8afacbf5b6ba75e5d99bbf32d" diff --git a/pyproject.toml b/pyproject.toml index 016aba8..e4f2c46 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -16,20 +16,19 @@ packages = [ [tool.poetry.dependencies] python = ">=3.7.1,<3.12" requests = "^2.25.1" -singer-sdk = {extras = ["testing"], version = ">=0.22.1"} -# use main until SDK 0.20.0 -# singer-sdk = {git = "https://github.com/meltano/sdk.git", rev = "main", extras=["testing"]} +singer-sdk = ">=0.23.0" snowflake-sqlalchemy = "^1.4.7" snowflake-connector-python = "^3.0.2" [tool.poetry.dev-dependencies] -tox = "^3.24.4" -flake8 = "^3.9.2" black = "^22.3.0" -pydocstyle = "^6.1.1" +flake8 = "^3.9.2" +isort = "^5.10.1" mypy = "^0.991" +pydocstyle = "^6.1.1" +singer-sdk = {extras = ["testing"], version = ">=0.23.0"} +tox = "^3.24.4" types-requests = "^2.26.1" -isort = "^5.10.1" [tool.isort] profile = "black" diff --git a/tap_snowflake/client.py b/tap_snowflake/client.py index 942dbf6..0e4c375 100644 --- a/tap_snowflake/client.py +++ b/tap_snowflake/client.py @@ -89,6 +89,7 @@ def discover_catalog_entries(self) -> list[dict]: The discovered catalog entries as a list. """ result: list[dict] = [] + tables = [t.lower() for t in self.config.get("tables", [])] engine = self.create_sqlalchemy_engine() inspected = sqlalchemy.inspect(engine) schema_names = [ @@ -101,10 +102,11 @@ def discover_catalog_entries(self) -> list[dict]: for table_name, is_view in self.get_object_names( engine, inspected, schema_name ): - catalog_entry = self.discover_catalog_entry( - engine, inspected, schema_name, table_name, is_view - ) - result.append(catalog_entry.to_dict()) + if (not tables) or (f"{schema_name}.{table_name}" in tables): + catalog_entry = self.discover_catalog_entry( + engine, inspected, schema_name, table_name, is_view + ) + result.append(catalog_entry.to_dict()) return result @@ -440,8 +442,8 @@ def get_records(self, context: dict | None) -> Iterable[dict[str, Any]]: if start_val: query = query.where(replication_key_col >= start_val) - if self._MAX_RECORDS_LIMIT is not None: - query = query.limit(self._MAX_RECORDS_LIMIT) + if self.ABORT_AT_RECORD_COUNT is not None: + query = query.limit(self.ABORT_AT_RECORD_COUNT) for record in self.connector.connection.execute(query): yield dict(record) diff --git a/tap_snowflake/tap.py b/tap_snowflake/tap.py index b3e88f8..20cb926 100644 --- a/tap_snowflake/tap.py +++ b/tap_snowflake/tap.py @@ -52,6 +52,17 @@ class TapSnowflake(SQLTap): th.StringType, description="The initial role for the session.", ), + th.Property( + "tables", + th.ArrayType(th.StringType), + description=( + "An array of the table names that you want to sync. The table names " + "should be fully qualified, including schema and table name. " + "NOTE: this limits discovery to the tables specified, for performance " + "reasons. Do not specify `tables` if you intend to discover the entire " + "available catalog." + ), + ), ).to_dict() default_stream_class = SnowflakeStream diff --git a/tests/test_core.py b/tests/test_core.py index 1981303..6c7e584 100644 --- a/tests/test_core.py +++ b/tests/test_core.py @@ -12,12 +12,24 @@ "database": os.getenv("SF_DATABASE"), "warehouse": os.getenv("SF_WAREHOUSE"), "role": os.getenv("SF_ROLE"), + "tables": [ + "tpch_sf1.customer", + "tpch_sf1.lineitem", + "tpch_sf1.nation", + "tpch_sf1.orders", + "tpch_sf1.part", + "tpch_sf1.partsupp", + "tpch_sf1.region", + "tpch_sf1.supplier", + ], } TestTapSnowflake = get_tap_test_class( tap_class=TapSnowflake, config=SAMPLE_CONFIG, - suite_config=SuiteConfig(ignore_no_records_for_streams=["tpch_sf1-lineitem"]), + suite_config=SuiteConfig( + max_records_limit=100, ignore_no_records_for_streams=["tpch_sf1-lineitem"] + ), catalog="tests/catalog.json", ) From 9f9ba9fdcadc97aa50f82d9752bc3733d6a396e0 Mon Sep 17 00:00:00 2001 From: "Edgar R. M" Date: Tue, 18 Apr 2023 14:44:27 -0600 Subject: [PATCH 05/12] chore: Use PyPI OIDC to publish (#21) --- .github/workflows/release_workflow.yml | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/.github/workflows/release_workflow.yml b/.github/workflows/release_workflow.yml index 801f997..fcd7685 100644 --- a/.github/workflows/release_workflow.yml +++ b/.github/workflows/release_workflow.yml @@ -2,7 +2,11 @@ name: Upload Python Package on: release: - types: [created] + types: [published] # Trigger only when a release is published, not when a release is drafted + +permissions: + contents: write # Needed to upload artifacts to the release + id-token: write # Needed for OIDC PyPI publishing jobs: build_deploy: @@ -35,7 +39,5 @@ jobs: tag: ${{ github.ref }} overwrite: true file_glob: true - - name: Deploy to PyPI - run: | - poetry publish -r testpypi -u "__token__" -p "${{ secrets.TEST_PYPI_TOKEN }}" - poetry publish -u "__token__" -p "${{ secrets.PYPI_TOKEN }}" + - name: Publish + uses: pypa/gh-action-pypi-publish@v1.8.5 From 275c2dfe665b77dddb3110fafc7a1df305872c8e Mon Sep 17 00:00:00 2001 From: MeltyBot <105875157+MeltyBot@users.noreply.github.com> Date: Thu, 25 May 2023 10:27:27 +0100 Subject: [PATCH 06/12] Managed by Pulumi --- .github/workflows/project_add.yml | 24 ++++++++++++++++++++++++ 1 file changed, 24 insertions(+) create mode 100644 .github/workflows/project_add.yml diff --git a/.github/workflows/project_add.yml b/.github/workflows/project_add.yml new file mode 100644 index 0000000..2a7aac2 --- /dev/null +++ b/.github/workflows/project_add.yml @@ -0,0 +1,24 @@ +# Managed by Pulumi. Any edits to this file will be overwritten. + +name: Add issues and PRs to MeltanoLabs Overview Project + +on: + issues: + types: + - opened + - reopened + - transferred + pull_request: + types: + - opened + - reopened + +jobs: + add-to-project: + name: Add issue to project + runs-on: ubuntu-latest + steps: + - uses: actions/add-to-project@v0.5.0 + with: + project-url: https://github.com/orgs/MeltanoLabs/projects/3 + github-token: ${{ secrets.MELTYBOT_PROJECT_ADD_PAT }} From 46a507e7484e817a4a2a11fcaaf800e6c30ff324 Mon Sep 17 00:00:00 2001 From: Pat Nadolny Date: Fri, 26 May 2023 13:48:00 -0400 Subject: [PATCH 07/12] chore: Create LICENSE (#22) --- LICENSE | 93 +++++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 93 insertions(+) create mode 100644 LICENSE diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..809108b --- /dev/null +++ b/LICENSE @@ -0,0 +1,93 @@ +Elastic License 2.0 + +URL: https://www.elastic.co/licensing/elastic-license + +## Acceptance + +By using the software, you agree to all of the terms and conditions below. + +## Copyright License + +The licensor grants you a non-exclusive, royalty-free, worldwide, +non-sublicensable, non-transferable license to use, copy, distribute, make +available, and prepare derivative works of the software, in each case subject to +the limitations and conditions below. + +## Limitations + +You may not provide the software to third parties as a hosted or managed +service, where the service provides users with access to any substantial set of +the features or functionality of the software. + +You may not move, change, disable, or circumvent the license key functionality +in the software, and you may not remove or obscure any functionality in the +software that is protected by the license key. + +You may not alter, remove, or obscure any licensing, copyright, or other notices +of the licensor in the software. Any use of the licensor’s trademarks is subject +to applicable law. + +## Patents + +The licensor grants you a license, under any patent claims the licensor can +license, or becomes able to license, to make, have made, use, sell, offer for +sale, import and have imported the software, in each case subject to the +limitations and conditions in this license. This license does not cover any +patent claims that you cause to be infringed by modifications or additions to +the software. If you or your company make any written claim that the software +infringes or contributes to infringement of any patent, your patent license for +the software granted under these terms ends immediately. If your company makes +such a claim, your patent license ends immediately for work on behalf of your +company. + +## Notices + +You must ensure that anyone who gets a copy of any part of the software from you +also gets a copy of these terms. + +If you modify the software, you must include in any modified copies of the +software prominent notices stating that you have modified the software. + +## No Other Rights + +These terms do not imply any licenses other than those expressly granted in +these terms. + +## Termination + +If you use the software in violation of these terms, such use is not licensed, +and your licenses will automatically terminate. If the licensor provides you +with a notice of your violation, and you cease all violation of this license no +later than 30 days after you receive that notice, your licenses will be +reinstated retroactively. However, if you violate these terms after such +reinstatement, any additional violation of these terms will cause your licenses +to terminate automatically and permanently. + +## No Liability + +*As far as the law allows, the software comes as is, without any warranty or +condition, and the licensor will not be liable to you for any damages arising +out of these terms or the use or nature of the software, under any kind of +legal claim.* + +## Definitions + +The **licensor** is the entity offering these terms, and the **software** is the +software the licensor makes available under these terms, including any portion +of it. + +**you** refers to the individual or entity agreeing to these terms. + +**your company** is any legal entity, sole proprietorship, or other kind of +organization that you work for, plus all organizations that have control over, +are under the control of, or are under common control with that +organization. **control** means ownership of substantially all the assets of an +entity, or the power to direct its management and policies by vote, contract, or +otherwise. Control can be direct or indirect. + +**your licenses** are all the licenses granted to you for the software under +these terms. + +**use** means anything you do with the software requiring one of your licenses. + +**trademark** means trademarks, service marks, and similar rights. From 37fea116dce1f81544e194cbb1195df8ef2cee7d Mon Sep 17 00:00:00 2001 From: MeltyBot <105875157+MeltyBot@users.noreply.github.com> Date: Mon, 5 Jun 2023 20:19:32 +0100 Subject: [PATCH 08/12] Managed by Pulumi --- .github/workflows/project_add.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/project_add.yml b/.github/workflows/project_add.yml index 2a7aac2..5f9276b 100644 --- a/.github/workflows/project_add.yml +++ b/.github/workflows/project_add.yml @@ -17,6 +17,7 @@ jobs: add-to-project: name: Add issue to project runs-on: ubuntu-latest + if: ${{ github.actor != 'dependabot[bot]' }} steps: - uses: actions/add-to-project@v0.5.0 with: From 604770903bf5388a14a23994aa417d2579c3f971 Mon Sep 17 00:00:00 2001 From: "Edgar R. M" Date: Thu, 3 Aug 2023 10:30:37 -0600 Subject: [PATCH 09/12] fix: Constrain SQLAlchemy to <2 (#27) The next release of the SDK adds support for SQLAlchemy 2.0 but this tap does not support it yet. In fact, `snowflake-sqlalchemy` has this same constraint: https://github.com/snowflakedb/snowflake-sqlalchemy/blob/de68d864af14200643b74625db4480db87c92172/setup.cfg#L50 --- poetry.lock | 160 +++++++++++++------------------------------------ pyproject.toml | 5 +- 2 files changed, 45 insertions(+), 120 deletions(-) diff --git a/poetry.lock b/poetry.lock index 930c820..01a9417 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,10 +1,9 @@ -# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. [[package]] name = "appdirs" version = "1.4.4" description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." -category = "main" optional = false python-versions = "*" files = [ @@ -16,7 +15,6 @@ files = [ name = "asn1crypto" version = "1.5.1" description = "Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP" -category = "main" optional = false python-versions = "*" files = [ @@ -28,7 +26,6 @@ files = [ name = "attrs" version = "22.2.0" description = "Classes Without Boilerplate" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -47,7 +44,6 @@ tests-no-zope = ["cloudpickle", "cloudpickle", "hypothesis", "hypothesis", "mypy name = "backoff" version = "2.2.1" description = "Function decoration for backoff and retry" -category = "main" optional = false python-versions = ">=3.7,<4.0" files = [ @@ -59,7 +55,6 @@ files = [ name = "black" version = "22.12.0" description = "The uncompromising code formatter." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -96,7 +91,6 @@ uvloop = ["uvloop (>=0.15.2)"] name = "certifi" version = "2022.12.7" description = "Python package for providing Mozilla's CA Bundle." -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -108,7 +102,6 @@ files = [ name = "cffi" version = "1.15.1" description = "Foreign Function Interface for Python calling C code." -category = "main" optional = false python-versions = "*" files = [ @@ -185,7 +178,6 @@ pycparser = "*" name = "charset-normalizer" version = "2.1.1" description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet." -category = "main" optional = false python-versions = ">=3.6.0" files = [ @@ -200,7 +192,6 @@ unicode-backport = ["unicodedata2"] name = "click" version = "8.1.3" description = "Composable command line interface toolkit" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -216,7 +207,6 @@ importlib-metadata = {version = "*", markers = "python_version < \"3.8\""} name = "colorama" version = "0.4.6" description = "Cross-platform colored terminal text." -category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" files = [ @@ -228,7 +218,6 @@ files = [ name = "cryptography" version = "40.0.1" description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers." -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -270,7 +259,6 @@ tox = ["tox"] name = "decorator" version = "5.1.1" description = "Decorators for Humans" -category = "main" optional = false python-versions = ">=3.5" files = [ @@ -282,7 +270,6 @@ files = [ name = "distlib" version = "0.3.6" description = "Distribution utilities" -category = "dev" optional = false python-versions = "*" files = [ @@ -294,7 +281,6 @@ files = [ name = "exceptiongroup" version = "1.1.1" description = "Backport of PEP 654 (exception groups)" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -309,7 +295,6 @@ test = ["pytest (>=6)"] name = "filelock" version = "3.11.0" description = "A platform independent file lock." -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -325,7 +310,6 @@ testing = ["covdefaults (>=2.3)", "coverage (>=7.2.2)", "diff-cover (>=7.5)", "p name = "flake8" version = "3.9.2" description = "the modular source code checker: pep8 pyflakes and co" -category = "dev" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7" files = [ @@ -343,7 +327,6 @@ pyflakes = ">=2.3.0,<2.4.0" name = "fs" version = "2.4.16" description = "Python's filesystem abstraction layer" -category = "main" optional = false python-versions = "*" files = [ @@ -363,7 +346,6 @@ scandir = ["scandir (>=1.5,<2.0)"] name = "greenlet" version = "2.0.2" description = "Lightweight in-process concurrent programming" -category = "main" optional = false python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*" files = [ @@ -437,7 +419,6 @@ test = ["objgraph", "psutil"] name = "idna" version = "3.4" description = "Internationalized Domain Names in Applications (IDNA)" -category = "main" optional = false python-versions = ">=3.5" files = [ @@ -449,7 +430,6 @@ files = [ name = "importlib-metadata" version = "4.13.0" description = "Read metadata from Python packages" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -470,7 +450,6 @@ testing = ["flake8 (<5)", "flufl.flake8", "importlib-resources (>=1.3)", "packag name = "importlib-resources" version = "5.12.0" description = "Read resources from Python packages" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -489,7 +468,6 @@ testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-chec name = "inflection" version = "0.5.1" description = "A port of Ruby on Rails inflector to Python" -category = "main" optional = false python-versions = ">=3.5" files = [ @@ -501,7 +479,6 @@ files = [ name = "iniconfig" version = "2.0.0" description = "brain-dead simple config-ini parsing" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -513,7 +490,6 @@ files = [ name = "isort" version = "5.11.5" description = "A Python utility / library to sort Python imports." -category = "dev" optional = false python-versions = ">=3.7.0" files = [ @@ -531,7 +507,6 @@ requirements-deprecated-finder = ["pip-api", "pipreqs"] name = "joblib" version = "1.2.0" description = "Lightweight pipelining with Python functions" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -543,7 +518,6 @@ files = [ name = "jsonpath-ng" version = "1.5.3" description = "A final implementation of JSONPath for Python that aims to be standard compliant, including arithmetic and binary comparison operators and providing clear AST for metaprogramming." -category = "main" optional = false python-versions = "*" files = [ @@ -561,7 +535,6 @@ six = "*" name = "jsonschema" version = "4.17.3" description = "An implementation of JSON Schema validation for Python" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -585,7 +558,6 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339- name = "mccabe" version = "0.6.1" description = "McCabe checker, plugin for flake8" -category = "dev" optional = false python-versions = "*" files = [ @@ -597,7 +569,6 @@ files = [ name = "memoization" version = "0.4.0" description = "A powerful caching library for Python, with TTL support and multiple algorithm options. (https://github.com/lonelyenvoy/python-memoization)" -category = "main" optional = false python-versions = ">=3, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, <4" files = [ @@ -608,7 +579,6 @@ files = [ name = "mypy" version = "0.991" description = "Optional static typing for Python" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -660,7 +630,6 @@ reports = ["lxml"] name = "mypy-extensions" version = "1.0.0" description = "Type system extensions for programs checked with the mypy type checker." -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -672,7 +641,6 @@ files = [ name = "oscrypto" version = "1.3.0" description = "TLS (SSL) sockets, key generation, encryption, decryption, signing, verification and KDFs using the OS crypto libraries. Does not require a compiler, and relies on the OS for patching. Works on Windows, OS X and Linux/BSD." -category = "main" optional = false python-versions = "*" files = [ @@ -687,7 +655,6 @@ asn1crypto = ">=1.5.1" name = "packaging" version = "23.0" description = "Core utilities for Python packages" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -699,7 +666,6 @@ files = [ name = "pathspec" version = "0.11.1" description = "Utility library for gitignore style pattern matching of file paths." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -711,7 +677,6 @@ files = [ name = "pendulum" version = "2.1.2" description = "Python datetimes made easy" -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" files = [ @@ -746,7 +711,6 @@ pytzdata = ">=2020.1" name = "pkgutil-resolve-name" version = "1.3.10" description = "Resolve a name to an object." -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -758,7 +722,6 @@ files = [ name = "platformdirs" version = "3.2.0" description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -777,7 +740,6 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.2.2)", "pytest- name = "pluggy" version = "1.0.0" description = "plugin and hook calling mechanisms for python" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -796,7 +758,6 @@ testing = ["pytest", "pytest-benchmark"] name = "ply" version = "3.11" description = "Python Lex & Yacc" -category = "main" optional = false python-versions = "*" files = [ @@ -808,7 +769,6 @@ files = [ name = "py" version = "1.11.0" description = "library with cross-python path, ini-parsing, io, code, log facilities" -category = "dev" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" files = [ @@ -820,7 +780,6 @@ files = [ name = "pycodestyle" version = "2.7.0" description = "Python style guide checker" -category = "dev" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -832,7 +791,6 @@ files = [ name = "pycparser" version = "2.21" description = "C parser in Python" -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -844,7 +802,6 @@ files = [ name = "pycryptodomex" version = "3.17" description = "Cryptographic library for Python" -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" files = [ @@ -887,7 +844,6 @@ files = [ name = "pydocstyle" version = "6.3.0" description = "Python docstring style checker" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -906,7 +862,6 @@ toml = ["tomli (>=1.2.3)"] name = "pyflakes" version = "2.3.1" description = "passive checker of Python programs" -category = "dev" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -918,7 +873,6 @@ files = [ name = "pyjwt" version = "2.6.0" description = "JSON Web Token implementation in Python" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -936,7 +890,6 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"] name = "pyopenssl" version = "23.1.1" description = "Python wrapper module around the OpenSSL library" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -955,7 +908,6 @@ test = ["flaky", "pretend", "pytest (>=3.0.1)"] name = "pyrsistent" version = "0.19.3" description = "Persistent/Functional/Immutable data structures" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -992,7 +944,6 @@ files = [ name = "pytest" version = "7.3.0" description = "pytest: simple powerful testing with Python" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1016,7 +967,6 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no name = "pytest-durations" version = "1.2.0" description = "Pytest plugin reporting fixtures and test functions execution time." -category = "dev" optional = false python-versions = ">=3.6.2" files = [ @@ -1031,7 +981,6 @@ pytest = ">=4.6" name = "python-dateutil" version = "2.8.2" description = "Extensions to the standard Python datetime module" -category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" files = [ @@ -1046,7 +995,6 @@ six = ">=1.5" name = "python-dotenv" version = "0.21.1" description = "Read key-value pairs from a .env file and set them as environment variables" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1061,7 +1009,6 @@ cli = ["click (>=5.0)"] name = "pytz" version = "2023.3" description = "World timezone definitions, modern and historical" -category = "main" optional = false python-versions = "*" files = [ @@ -1073,7 +1020,6 @@ files = [ name = "pytzdata" version = "2020.1" description = "The Olson timezone database for Python." -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -1085,7 +1031,6 @@ files = [ name = "pyyaml" version = "6.0" description = "YAML parser and emitter for Python" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -1135,7 +1080,6 @@ files = [ name = "requests" version = "2.28.2" description = "Python HTTP for Humans." -category = "main" optional = false python-versions = ">=3.7, <4" files = [ @@ -1157,7 +1101,6 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"] name = "setuptools" version = "67.6.1" description = "Easily download, build, install, upgrade, and uninstall Python packages" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1174,7 +1117,6 @@ testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs ( name = "simplejson" version = "3.19.1" description = "Simple, fast, extensible JSON encoder/decoder for Python" -category = "main" optional = false python-versions = ">=2.5, !=3.0.*, !=3.1.*, !=3.2.*" files = [ @@ -1269,7 +1211,6 @@ files = [ name = "singer-sdk" version = "0.23.0" description = "A framework for building Singer taps" -category = "main" optional = false python-versions = ">=3.7.1,<3.12" files = [ @@ -1310,7 +1251,6 @@ testing = ["pytest (>=7.2.1,<8.0.0)", "pytest-durations (>=1.2.0,<2.0.0)"] name = "six" version = "1.16.0" description = "Python 2 and 3 compatibility utilities" -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*" files = [ @@ -1322,7 +1262,6 @@ files = [ name = "snowballstemmer" version = "2.2.0" description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms." -category = "dev" optional = false python-versions = "*" files = [ @@ -1334,7 +1273,6 @@ files = [ name = "snowflake-connector-python" version = "3.0.2" description = "Snowflake Connector for Python" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1393,7 +1331,6 @@ secure-local-storage = ["keyring (!=16.1.0,<24.0.0)"] name = "snowflake-sqlalchemy" version = "1.4.7" description = "Snowflake SQLAlchemy Dialect" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1412,57 +1349,53 @@ pandas = ["snowflake-connector-python[pandas] (<4.0.0)"] [[package]] name = "sqlalchemy" -version = "1.4.47" +version = "1.4.49" description = "Database Abstraction Library" -category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" files = [ - {file = "SQLAlchemy-1.4.47-cp27-cp27m-macosx_10_14_x86_64.whl", hash = "sha256:dcfb480bfc9e1fab726003ae00a6bfc67a29bad275b63a4e36d17fe7f13a624e"}, - {file = "SQLAlchemy-1.4.47-cp27-cp27m-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:28fda5a69d6182589892422c5a9b02a8fd1125787aab1d83f1392aa955bf8d0a"}, - {file = "SQLAlchemy-1.4.47-cp27-cp27m-win32.whl", 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"!=0.4.17", markers = "python_version >= \"3\" and (platform_machine == \"win32\" or platform_machine == \"WIN32\" or platform_machine == \"AMD64\" or platform_machine == \"amd64\" or platform_machine == \"x86_64\" or platform_machine == \"ppc64le\" or platform_machine == \"aarch64\")"} importlib-metadata = {version = "*", markers = "python_version < \"3.8\""} [package.extras] @@ -1490,7 +1423,6 @@ sqlcipher = ["sqlcipher3-binary"] name = "tomli" version = "2.0.1" description = "A lil' TOML parser" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1502,7 +1434,6 @@ files = [ name = "tox" version = "3.28.0" description = "tox is a generic virtualenv management and test command line tool" -category = "dev" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7" files = [ @@ -1529,7 +1460,6 @@ testing = ["flaky (>=3.4.0)", "freezegun (>=0.3.11)", "pathlib2 (>=2.3.3)", "psu name = "typed-ast" version = "1.5.4" description = "a fork of Python 2 and 3 ast modules with type comment support" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -1563,7 +1493,6 @@ files = [ name = "types-requests" version = "2.28.11.17" description = "Typing stubs for requests" -category = "dev" optional = false python-versions = "*" files = [ @@ -1578,7 +1507,6 @@ types-urllib3 = "<1.27" name = "types-urllib3" version = "1.26.25.10" description = "Typing stubs for urllib3" -category = "dev" optional = false python-versions = "*" files = [ @@ -1590,7 +1518,6 @@ files = [ name = "typing-extensions" version = "4.5.0" description = "Backported and Experimental Type Hints for Python 3.7+" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1602,7 +1529,6 @@ files = [ name = "urllib3" version = "1.26.15" description = "HTTP library with thread-safe connection pooling, file post, and more." -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*" files = [ @@ -1619,7 +1545,6 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"] name = "virtualenv" version = "20.21.0" description = "Virtual Python Environment builder" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -1641,7 +1566,6 @@ test = ["covdefaults (>=2.2.2)", "coverage (>=7.1)", "coverage-enable-subprocess name = "zipp" version = "3.15.0" description = "Backport of pathlib-compatible object wrapper for zip files" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1656,4 +1580,4 @@ testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more [metadata] lock-version = "2.0" python-versions = ">=3.7.1,<3.12" -content-hash = "a676b1000b1f5ff71629561bfe80020d408587a8afacbf5b6ba75e5d99bbf32d" +content-hash = "706d29e63085dcadf3f1cbd02bebda94332eb9cd7b5b0bffefdadd9884aad6e8" diff --git a/pyproject.toml b/pyproject.toml index e4f2c46..bd5a562 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -3,7 +3,7 @@ name = "meltanolabs-tap-snowflake" version = "0.0.0" description = "`tap-snowflake` is a Singer tap for Snowflake, built with the Meltano SDK for Singer Taps." readme = "README.md" -authors = ["Ken Payne"] +authors = ["Meltano Team "] keywords = [ "ELT", "Snowflake", @@ -19,6 +19,7 @@ requests = "^2.25.1" singer-sdk = ">=0.23.0" snowflake-sqlalchemy = "^1.4.7" snowflake-connector-python = "^3.0.2" +sqlalchemy = "<2" [tool.poetry.dev-dependencies] black = "^22.3.0" @@ -26,7 +27,7 @@ flake8 = "^3.9.2" isort = "^5.10.1" mypy = "^0.991" pydocstyle = "^6.1.1" -singer-sdk = {extras = ["testing"], version = ">=0.23.0"} +singer-sdk = {extras = ["testing"], version = "*"} tox = "^3.24.4" types-requests = "^2.26.1" From c1cbb8ccdddae6c91e0a926bcccd2c503aa1de64 Mon Sep 17 00:00:00 2001 From: "Edgar R. M" Date: Wed, 9 Aug 2023 07:12:14 -0600 Subject: [PATCH 10/12] fix: Work around unsupported `json_serializer` and `json_deserializer` (#32) --- tap_snowflake/client.py | 13 ++++++------- 1 file changed, 6 insertions(+), 7 deletions(-) diff --git a/tap_snowflake/client.py b/tap_snowflake/client.py index 0e4c375..977c8d6 100644 --- a/tap_snowflake/client.py +++ b/tap_snowflake/client.py @@ -68,17 +68,16 @@ def get_sqlalchemy_url(cls, config: dict) -> str: return URL(**params) - def create_sqlalchemy_engine(self) -> sqlalchemy.engine.Engine: - """Return a new SQLAlchemy engine using the provided config. - - Developers can generally override just one of the following: - `sqlalchemy_engine`, sqlalchemy_url`. + def create_engine(self) -> sqlalchemy.engine.Engine: + """Create SQLAlchemy engine instance. Returns: - A newly created SQLAlchemy engine object. + A SQLAlchemy engine. """ return sqlalchemy.create_engine( - self.sqlalchemy_url, echo=False, pool_timeout=10 + self.sqlalchemy_url, + echo=False, + pool_timeout=10, ) # overridden to filter out the information_schema from catalog discovery From 59287ca8a1ddefb735df9b43674db95765bf3b94 Mon Sep 17 00:00:00 2001 From: "Edgar R. M" Date: Thu, 10 Aug 2023 10:58:48 -0600 Subject: [PATCH 11/12] fix: Pin `singer-sdk` to a working minor version (#30) --- poetry.lock | 20 +++++++++++--------- pyproject.toml | 2 +- tests/catalog.json | 2 +- 3 files changed, 13 insertions(+), 11 deletions(-) diff --git a/poetry.lock b/poetry.lock index 01a9417..61a9e4c 100644 --- a/poetry.lock +++ b/poetry.lock @@ -653,13 +653,13 @@ asn1crypto = ">=1.5.1" [[package]] name = "packaging" -version = "23.0" +version = "23.1" description = "Core utilities for Python packages" optional = false python-versions = ">=3.7" files = [ - {file = "packaging-23.0-py3-none-any.whl", hash = "sha256:714ac14496c3e68c99c29b00845f7a2b85f3bb6f1078fd9f72fd20f0570002b2"}, - {file = "packaging-23.0.tar.gz", hash = "sha256:b6ad297f8907de0fa2fe1ccbd26fdaf387f5f47c7275fedf8cce89f99446cf97"}, + {file = "packaging-23.1-py3-none-any.whl", hash = "sha256:994793af429502c4ea2ebf6bf664629d07c1a9fe974af92966e4b8d2df7edc61"}, + {file = "packaging-23.1.tar.gz", hash = "sha256:a392980d2b6cffa644431898be54b0045151319d1e7ec34f0cfed48767dd334f"}, ] [[package]] @@ -1209,19 +1209,19 @@ files = [ [[package]] name = "singer-sdk" -version = "0.23.0" +version = "0.30.0" description = "A framework for building Singer taps" optional = false python-versions = ">=3.7.1,<3.12" files = [ - {file = "singer_sdk-0.23.0-py3-none-any.whl", hash = "sha256:bb032ad9cc3805c9f840e5ca06c6208e5dea472b23ef6d9a324513fb51fc57f9"}, - {file = "singer_sdk-0.23.0.tar.gz", hash = "sha256:4bb62f23669568ea2f57a288d6c53e109bf945fb9e06c2ece4cb8331586415e3"}, + {file = "singer_sdk-0.30.0-py3-none-any.whl", hash = "sha256:ca8e002ab6fce56c4e6f3312655c7b68896d1d07f88a9efeb373e74c58ceb9b8"}, + {file = "singer_sdk-0.30.0.tar.gz", hash = "sha256:73300d1c1bcb048b49a7f28c71ae26c9d309fdf3375e65940747b05c8a6551b5"}, ] [package.dependencies] backoff = ">=2.0.0,<3.0" click = ">=8.0,<9.0" -cryptography = ">=3.4.6,<41.0.0" +cryptography = ">=3.4.6,<42.0.0" fs = ">=2.4.16,<3.0.0" importlib-metadata = {version = "<5.0.0", markers = "python_version < \"3.8\""} importlib-resources = {version = "5.12.0", markers = "python_version < \"3.9\""} @@ -1230,6 +1230,7 @@ joblib = ">=1.0.1,<2.0.0" jsonpath-ng = ">=1.5.3,<2.0.0" jsonschema = ">=4.16.0,<5.0.0" memoization = ">=0.3.2,<0.5.0" +packaging = ">=23.1" pendulum = ">=2.1.0,<3.0.0" PyJWT = ">=2.4,<3.0" pytest = {version = ">=7.2.1,<8.0.0", optional = true, markers = "extra == \"testing\""} @@ -1241,9 +1242,10 @@ requests = ">=2.25.1,<3.0.0" simplejson = ">=3.17.6,<4.0.0" sqlalchemy = ">=1.4,<2.0" typing-extensions = ">=4.2.0,<5.0.0" +urllib3 = ">=1.26,<2" [package.extras] -docs = ["furo (>=2022.12.7,<2024.0.0)", "myst-parser (>=0.17.2,<1.1.0)", "sphinx (>=4.5,<6.0)", "sphinx-autobuild (>=2021.3.14,<2022.0.0)", "sphinx-copybutton (>=0.3.1,<0.6.0)", "sphinx-reredirects (>=0.1.1,<0.2.0)"] +docs = ["furo (>=2022.12.7,<2024.0.0)", "myst-parser (>=0.17.2,<1.1.0)", "sphinx (>=4.5,<6.0)", "sphinx-autobuild (>=2021.3.14,<2022.0.0)", "sphinx-copybutton (>=0.3.1,<0.6.0)", "sphinx-inline-tabs (>=2023.4.21)", "sphinx-reredirects (>=0.1.1,<0.2.0)"] s3 = ["fs-s3fs (>=1.1.1,<2.0.0)"] testing = ["pytest (>=7.2.1,<8.0.0)", "pytest-durations (>=1.2.0,<2.0.0)"] @@ -1580,4 +1582,4 @@ testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more [metadata] lock-version = "2.0" python-versions = ">=3.7.1,<3.12" -content-hash = "706d29e63085dcadf3f1cbd02bebda94332eb9cd7b5b0bffefdadd9884aad6e8" +content-hash = "b42530c0b8818979de69c5c5a92e9d1a2dba02510721385207302fd4713425c5" diff --git a/pyproject.toml b/pyproject.toml index bd5a562..8da2e5f 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -16,7 +16,7 @@ packages = [ [tool.poetry.dependencies] python = ">=3.7.1,<3.12" requests = "^2.25.1" -singer-sdk = ">=0.23.0" +singer-sdk = "~=0.30.0" snowflake-sqlalchemy = "^1.4.7" snowflake-connector-python = "^3.0.2" sqlalchemy = "<2" diff --git a/tests/catalog.json b/tests/catalog.json index 62e5e69..c3f4c5f 100644 --- a/tests/catalog.json +++ b/tests/catalog.json @@ -378,7 +378,7 @@ "type": ["number"] }, "o_orderdate": { - "format": "date", + "format": "date-time", "type": ["string"] }, "o_orderpriority": { From 7924641d939cdf486f9c048f224a1ee6ddc5ee03 Mon Sep 17 00:00:00 2001 From: nidhi-akkio <132295233+nidhi-akkio@users.noreply.github.com> Date: Thu, 7 Dec 2023 10:57:52 -0800 Subject: [PATCH 12/12] fix: Emit date columns in the appropriate (not datetime-like) format (#34) For more context look at this bug thread: https://github.com/meltano/sdk/issues/1831 Co-authored-by: Nidhi Kakulawaram --- tap_snowflake/client.py | 21 +++++++++++++++++++++ tests/catalog.json | 2 +- 2 files changed, 22 insertions(+), 1 deletion(-) diff --git a/tap_snowflake/client.py b/tap_snowflake/client.py index 977c8d6..3f693a3 100644 --- a/tap_snowflake/client.py +++ b/tap_snowflake/client.py @@ -11,14 +11,35 @@ from pathlib import Path from typing import Any, Iterable, List, Tuple from uuid import uuid4 +import datetime import sqlalchemy from singer_sdk import SQLConnector, SQLStream, metrics from singer_sdk.helpers._batch import BaseBatchFileEncoding, BatchConfig from singer_sdk.streams.core import REPLICATION_FULL_TABLE, REPLICATION_INCREMENTAL +import singer_sdk.helpers._typing from snowflake.sqlalchemy import URL from sqlalchemy.sql import text +unpatched_conform = singer_sdk.helpers._typing._conform_primitive_property + + +def patched_conform( + elem: Any, + property_schema: dict, +) -> Any: + """Overrides Singer SDK type conformance to prevent dates turning into datetimes. + Converts a primitive (i.e. not object or array) to a json compatible type. + Returns: + The appropriate json compatible type. + """ + if isinstance(elem, datetime.date): + return elem.isoformat() + return unpatched_conform(elem=elem, property_schema=property_schema) + + +singer_sdk.helpers._typing._conform_primitive_property = patched_conform + class ProfileStats(Enum): """Profile Statistics Enum.""" diff --git a/tests/catalog.json b/tests/catalog.json index c3f4c5f..62e5e69 100644 --- a/tests/catalog.json +++ b/tests/catalog.json @@ -378,7 +378,7 @@ "type": ["number"] }, "o_orderdate": { - "format": "date-time", + "format": "date", "type": ["string"] }, "o_orderpriority": {