diff --git a/.github/ISSUE_TEMPLATE/bug.yml b/.github/ISSUE_TEMPLATE/bug.yml new file mode 100644 index 00000000..c679fbf9 --- /dev/null +++ b/.github/ISSUE_TEMPLATE/bug.yml @@ -0,0 +1,67 @@ +name: Bug Report +description: File a bug report +title: "bug: " + +labels: + - bug + +assignees: + - edgarrmondragon + +body: + - type: markdown + attributes: + value: | + Thanks for taking the time to fill out this bug report! + - type: input + id: target_version + attributes: + label: Target Version + description: Version of the package you are using + placeholder: "0.0.10 on PyPI, 0.0.10 on GitHub, main branch, etc." + validations: + required: true + - type: dropdown + id: python_version + attributes: + label: Python Version + description: Version of Python you are using + options: + - "3.12" + - "3.11" + - "3.10" + - "3.9" + - "3.8" + - "NA" + validations: + required: true + - type: input + id: postgres_version + attributes: + label: PostgreSQL Version + description: Version of PostgreSQL the target is loading + placeholder: "15.1" + validations: + required: true + - type: input + id: os + attributes: + label: Operating System + description: What operating system you are using + placeholder: "Linux - Ubuntu 20.04" + validations: + required: true + - type: textarea + id: what-happened + attributes: + label: Description + description: Describe what you were trying to get done + placeholder: Tell us what happened, what went wrong, and what you expected to happen + validations: + required: true + - type: input + id: slack_or_linen + attributes: + label: Link to Slack/Linen + description: Provide a link to the Slack or Linen conversation, if applicable + placeholder: "https://..." diff --git a/.github/workflows/ci_workflow.yml b/.github/workflows/ci_workflow.yml index 56044034..a77b9d14 100644 --- a/.github/workflows/ci_workflow.yml +++ b/.github/workflows/ci_workflow.yml @@ -3,8 +3,20 @@ name: Test target-postgres on: pull_request: types: [opened, synchronize, reopened] + paths: + - docker-compose.yml + - pyproject.toml + - poetry.lock + - targets_postgres/** + - .github/workflows/ci_workflow.yml push: branches: [main] + paths: + - docker-compose.yml + - pyproject.toml + - poetry.lock + - targets_postgres/** + - .github/workflows/ci_workflow.yml workflow_dispatch: inputs: {} @@ -43,6 +55,7 @@ jobs: pipx install poetry - name: Install dependencies run: | + poetry env use python${{ matrix.python-version }} poetry install - name: Run pytest run: | @@ -65,14 +78,12 @@ jobs: --health-retries 5 ports: - 5432:5432 - env: - python-version: "3.8" steps: - uses: actions/checkout@v4 - - name: Set up Python ${{ matrix.python-version }} + - name: Set up Python uses: actions/setup-python@v5 with: - python-version: ${{ matrix.python-version }} + python-version: 3.x - name: Install dependencies run: | python -m pip install --upgrade pip diff --git a/.github/workflows/release_workflow.yml b/.github/workflows/release_workflow.yml index 65acbaef..a3f5cdc5 100644 --- a/.github/workflows/release_workflow.yml +++ b/.github/workflows/release_workflow.yml @@ -37,4 +37,6 @@ jobs: tag: ${{ github.ref }} overwrite: true file_glob: true - - uses: pypa/gh-action-pypi-publish@v1.9.0 + - uses: pypa/gh-action-pypi-publish@v1.10.2 + with: + attestations: true diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 1b899cd2..5d62d61a 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -18,14 +18,14 @@ repos: - id: trailing-whitespace - repo: https://github.com/astral-sh/ruff-pre-commit - rev: v0.5.2 + rev: v0.6.7 hooks: - id: ruff args: [--fix] - id: ruff-format - repo: https://github.com/pre-commit/mirrors-mypy - rev: 'v1.10.1' + rev: 'v1.11.2' hooks: - id: mypy exclude: tests diff --git a/README.md b/README.md index 17b275c2..176e3620 100644 --- a/README.md +++ b/README.md @@ -1,11 +1,11 @@ -# `target-postgres` +# target-postgres ![PyPI - Version](https://img.shields.io/pypi/v/meltanolabs-target-postgres) ![PyPI - Downloads](https://img.shields.io/pypi/dm/meltanolabs-target-postgres) ![PyPI - License](https://img.shields.io/pypi/l/meltanolabs-target-postgres) ![Test target-postgres](https://github.com/meltanolabs/target-postgres/actions/workflows/ci_workflow.yml/badge.svg) -Target for Postgres. +Singer Target for PostgreSQL databases. Built with the [Meltano SDK](https://sdk.meltano.com) for Singer Taps and Targets. @@ -14,48 +14,93 @@ Built with the [Meltano SDK](https://sdk.meltano.com) for Singer Taps and Target * `about` * `stream-maps` * `schema-flattening` +* `validate-records` +* `target-schema` +* `hard-delete` ## Settings -| Setting | Required | Default | Description | -|:-----------------------------|:--------:|:-------:|:------------| -| host | False | None | Hostname for postgres instance. Note if sqlalchemy_url is set this will be ignored. | -| port | False | 5432 | The port on which postgres is awaiting connection. Note if sqlalchemy_url is set this will be ignored. | -| user | False | None | User name used to authenticate. Note if sqlalchemy_url is set this will be ignored. | -| password | False | None | Password used to authenticate. Note if sqlalchemy_url is set this will be ignored. | -| database | False | None | Database name. Note if sqlalchemy_url is set this will be ignored. | -| sqlalchemy_url | False | None | SQLAlchemy connection string. This will override using host, user, password, port, dialect, and all ssl settings. Note that you must escape password special characters properly. See https://docs.sqlalchemy.org/en/20/core/engines.html#escaping-special-characters-such-as-signs-in-passwords | -| dialect+driver | False | postgresql+psycopg2 | Dialect+driver see https://docs.sqlalchemy.org/en/20/core/engines.html. Generally just leave this alone. Note if sqlalchemy_url is set this will be ignored. | -| default_target_schema | False | melty | Postgres schema to send data to, example: tap-clickup | -| activate_version | False | True | If set to false, the tap will ignore activate version messages. If set to true, add_record_metadata must be set to true as well. | -| hard_delete | False | False | When activate version is sent from a tap this specefies if we should delete the records that don't match, or mark them with a date in the `_sdc_deleted_at` column. This config option is ignored if `activate_version` is set to false. | -| add_record_metadata | False | True | Note that this must be enabled for activate_version to work!This adds _sdc_extracted_at, _sdc_batched_at, and more to every table. See https://sdk.meltano.com/en/latest/implementation/record_metadata.html for more information. | -| ssl_enable | False | False | Whether or not to use ssl to verify the server's identity. Use ssl_certificate_authority and ssl_mode for further customization. To use a client certificate to authenticate yourself to the server, use ssl_client_certificate_enable instead. Note if sqlalchemy_url is set this will be ignored. | -| ssl_client_certificate_enable| False | False | Whether or not to provide client-side certificates as a method of authentication to the server. Use ssl_client_certificate and ssl_client_private_key for further customization. To use SSL to verify the server's identity, use ssl_enable instead. Note if sqlalchemy_url is set this will be ignored. | -| ssl_mode | False | verify-full | SSL Protection method, see [postgres documentation](https://www.postgresql.org/docs/current/libpq-ssl.html#LIBPQ-SSL-PROTECTION) for more information. Must be one of disable, allow, prefer, require, verify-ca, or verify-full. Note if sqlalchemy_url is set this will be ignored. | -| ssl_certificate_authority | False | ~/.postgresql/root.crl | The certificate authority that should be used to verify the server's identity. Can be provided either as the certificate itself (in .env) or as a filepath to the certificate. Note if sqlalchemy_url is set this will be ignored. | -| ssl_client_certificate | False | ~/.postgresql/postgresql.crt | The certificate that should be used to verify your identity to the server. Can be provided either as the certificate itself (in .env) or as a filepath to the certificate. Note if sqlalchemy_url is set this will be ignored. | -| ssl_client_private_key | False | ~/.postgresql/postgresql.key | The private key for the certificate you provided. Can be provided either as the certificate itself (in .env) or as a filepath to the certificate. Note if sqlalchemy_url is set this will be ignored. | -| ssl_storage_directory | False | .secrets | The folder in which to store SSL certificates provided as raw values. When a certificate/key is provided as a raw value instead of as a filepath, it must be written to a file before it can be used. This configuration option determines where that file is created. | -| ssh_tunnel | False | None | SSH Tunnel Configuration, this is a json object | -| ssh_tunnel.enable | True (if ssh_tunnel set) | False | Enable an ssh tunnel (also known as bastion host), see the other ssh_tunnel.* properties for more details. -| ssh_tunnel.host | True (if ssh_tunnel set) | False | Host of the bastion host, this is the host we'll connect to via ssh -| ssh_tunnel.username | True (if ssh_tunnel set) | False |Username to connect to bastion host -| ssh_tunnel.port | True (if ssh_tunnel set) | 22 | Port to connect to bastion host -| ssh_tunnel.private_key | True (if ssh_tunnel set) | None | Private Key for authentication to the bastion host -| ssh_tunnel.private_key_password | False | None | Private Key Password, leave None if no password is set -| stream_maps | False | None | Config object for stream maps capability. For more information check out [Stream Maps](https://sdk.meltano.com/en/latest/stream_maps.html). | -| stream_map_config | False | None | User-defined config values to be used within map expressions. | -| flattening_enabled | False | None | 'True' to enable schema flattening and automatically expand nested properties. | -| flattening_max_depth | False | None | The max depth to flatten schemas. | + +| Setting | Required | Default | Description | +| :------------------------------ | :------- | :---------------------------- | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| host | False | None | Hostname for postgres instance. Note if sqlalchemy_url is set this will be ignored. | +| port | False | 5432 | The port on which postgres is awaiting connection. Note if sqlalchemy_url is set this will be ignored. | +| user | False | None | User name used to authenticate. Note if sqlalchemy_url is set this will be ignored. | +| password | False | None | Password used to authenticate. Note if sqlalchemy_url is set this will be ignored. | +| database | False | None | Database name. Note if sqlalchemy_url is set this will be ignored. | +| sqlalchemy_url | False | None | SQLAlchemy connection string. This will override using host, user, password, port, dialect, and all ssl settings. Note that you must escape password special characters properly. See https://docs.sqlalchemy.org/en/20/core/engines.html#escaping-special-characters-such-as-signs-in-passwords | +| dialect+driver | False | postgresql+psycopg2 | Dialect+driver see https://docs.sqlalchemy.org/en/20/core/engines.html. Generally just leave this alone. Note if sqlalchemy_url is set this will be ignored. | +| default_target_schema | False | melty | Postgres schema to send data to, example: tap-clickup | +| activate_version | False | 1 | If set to false, the tap will ignore activate version messages. If set to true, add_record_metadata must be set to true as well. | +| hard_delete | False | 0 | When activate version is sent from a tap this specefies if we should delete the records that don't match, or mark them with a date in the `_sdc_deleted_at` column. This config option is ignored if `activate_version` is set to false. | +| add_record_metadata | False | 1 | Note that this must be enabled for activate_version to work!This adds _sdc_extracted_at, _sdc_batched_at, and more to every table. See https://sdk.meltano.com/en/latest/implementation/record_metadata.html for more information. | +| interpret_content_encoding | False | 0 | If set to true, the target will interpret the content encoding of the schema to determine how to store the data. Using this option may result in a more efficient storage of the data but may also result in an error if the data is not encoded as expected. | +| ssl_enable | False | 0 | Whether or not to use ssl to verify the server's identity. Use ssl_certificate_authority and ssl_mode for further customization. To use a client certificate to authenticate yourself to the server, use ssl_client_certificate_enable instead. Note if sqlalchemy_url is set this will be ignored. | +| ssl_client_certificate_enable | False | 0 | Whether or not to provide client-side certificates as a method of authentication to the server. Use ssl_client_certificate and ssl_client_private_key for further customization. To use SSL to verify the server's identity, use ssl_enable instead. Note if sqlalchemy_url is set this will be ignored. | +| ssl_mode | False | verify-full | SSL Protection method, see [postgres documentation](https://www.postgresql.org/docs/current/libpq-ssl.html#LIBPQ-SSL-PROTECTION) for more information. Must be one of disable, allow, prefer, require, verify-ca, or verify-full. Note if sqlalchemy_url is set this will be ignored. | +| ssl_certificate_authority | False | ~/.postgresql/root.crl | The certificate authority that should be used to verify the server's identity. Can be provided either as the certificate itself (in .env) or as a filepath to the certificate. Note if sqlalchemy_url is set this will be ignored. | +| ssl_client_certificate | False | ~/.postgresql/postgresql.crt | The certificate that should be used to verify your identity to the server. Can be provided either as the certificate itself (in .env) or as a filepath to the certificate. Note if sqlalchemy_url is set this will be ignored. | +| ssl_client_private_key | False | ~/.postgresql/postgresql.key | The private key for the certificate you provided. Can be provided either as the certificate itself (in .env) or as a filepath to the certificate. Note if sqlalchemy_url is set this will be ignored. | +| ssl_storage_directory | False | .secrets | The folder in which to store SSL certificates provided as raw values. When a certificate/key is provided as a raw value instead of as a filepath, it must be written to a file before it can be used. This configuration option determines where that file is created. | +| ssh_tunnel | False | None | SSH Tunnel Configuration, this is a json object | +| ssh_tunnel.enable | False | 0 | Enable an ssh tunnel (also known as bastion host), see the other ssh_tunnel.* properties for more details | +| ssh_tunnel.host | False | None | Host of the bastion host, this is the host we'll connect to via ssh | +| ssh_tunnel.username | False | None | Username to connect to bastion host | +| ssh_tunnel.port | False | 22 | Port to connect to bastion host | +| ssh_tunnel.private_key | False | None | Private Key for authentication to the bastion host | +| ssh_tunnel.private_key_password | False | None | Private Key Password, leave None if no password is set | A full list of supported settings and capabilities is available by running: `target-postgres --about` +### Built-in Settings + +The following settings are automatically supported by the Meltano SDK and inherited by this target. + +| Setting | Required | Default | Description | +| :------------------------------ | :------- | :---------------------------- | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| load_method | False | TargetLoadMethods.APPEND_ONLY | The method to use when loading data into the destination. `append-only` will always write all input records whether that records already exists or not. `upsert` will update existing records and insert new records. `overwrite` will delete all existing records and insert all input records. | +| batch_size_rows | False | None | Maximum number of rows in each batch. | +| validate_records | False | 1 | Whether to validate the schema of the incoming streams. | +| stream_maps | False | None | Config object for stream maps capability. For more information check out [Stream Maps](https://sdk.meltano.com/en/latest/stream_maps.html). | +| stream_map_config | False | None | User-defined config values to be used within map expressions. | +| faker_config | False | None | Config for the [`Faker`](https://faker.readthedocs.io/en/master/) instance variable `fake` used within map expressions. Only applicable if the plugin specifies `faker` as an addtional dependency (through the `singer-sdk` `faker` extra or directly). | +| faker_config.seed | False | None | Value to seed the Faker generator for deterministic output: https://faker.readthedocs.io/en/master/#seeding-the-generator | +| faker_config.locale | False | None | One or more LCID locale strings to produce localized output for: https://faker.readthedocs.io/en/master/#localization | +| flattening_enabled | False | None | 'True' to enable schema flattening and automatically expand nested properties. | +| flattening_max_depth | False | None | The max depth to flatten schemas. | + +#### Note on generating fake data + +If you need access to the `faker` instance in your stream map expressions, you will need to install it as an additional dependency in your plugin. + +If you're using [Meltano](https://docs.meltano.com/), you can add the `faker` extra to your `meltano.yml` as follows: + +1. If you're installing the plugin from PyPI: + + ```yaml + pip_url: "meltanolabs-target-postgres[faker]==<version>" + ``` + +2. If you're installing the plugin from the Git repository: + + ```yaml + # Note the nested quotes + pip_url: "'meltanolabs-target-postgres[faker] @ git+https://github.com/MeltanoLabs/target-postgres.git@<ref>'" + ``` + ## Installation +### Using [`pipx`](https://github.com/pypa/pipx/) + ```bash pipx install meltanolabs-target-postgres ``` +### Using [`uv`](https://docs.astral.sh/uv/) + +```bash +uv tool install meltanolabs-target-postgres +``` + ## Configuration ### An Explanation of Various SSL Configuration Options diff --git a/meltano.yml b/meltano.yml index 63d8d87e..64fa82a0 100644 --- a/meltano.yml +++ b/meltano.yml @@ -37,17 +37,34 @@ plugins: settings: - name: sqlalchemy_url kind: password + sensitive: true - name: ssl_enable kind: boolean + sensitive: true - name: ssl_client_certificate_enable kind: boolean + sensitive: true - name: ssl_mode - name: ssl_certificate_authority kind: password + sensitive: true - name: ssl_client_certificate kind: password + sensitive: true - name: ssl_client_private_key kind: password + sensitive: true + - name: password + kind: password + sensitive: true + - name: host + - name: port + kind: integer + - name: user + - name: database + - name: target_schema + - name: add_record_metadata + kind: boolean config: host: localhost port: 5432 diff --git a/poetry.lock b/poetry.lock index 0308e9be..d5e59521 100644 --- a/poetry.lock +++ b/poetry.lock @@ -13,22 +13,22 @@ files = [ [[package]] name = "attrs" -version = "23.2.0" +version = "24.2.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.7" files = [ - {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"}, - {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"}, + {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"}, + {file = "attrs-24.2.0.tar.gz", 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-version = "3.19.2" +version = "3.20.1" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.8" files = [ - {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"}, - {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"}, + {file = "zipp-3.20.1-py3-none-any.whl", hash = "sha256:9960cd8967c8f85a56f920d5d507274e74f9ff813a0ab8889a5b5be2daf44064"}, + {file = "zipp-3.20.1.tar.gz", hash = "sha256:c22b14cc4763c5a5b04134207736c107db42e9d3ef2d9779d465f5f1bcba572b"}, ] [package.extras] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] +cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] -test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"] +enabler = ["pytest-enabler (>=2.2)"] +test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] +type = ["pytest-mypy"] + +[extras] +faker = ["faker"] [metadata] lock-version = "2.0" python-versions = ">=3.8" -content-hash = "8b60964c9480d7d65a417194f5a9d45037cac88e597ca9fab5e8c486364419e4" +content-hash = "2582bee4f1c70c97f0c7f66b096d1b193428337ec856501fadd28934582261f7" diff --git a/pyproject.toml b/pyproject.toml index 19a160d6..519b9292 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,13 +1,14 @@ [tool.poetry] name = "meltanolabs-target-postgres" version = "0.0.0" -description = "`target-postgres` is a Singer target for Postgres, built with the Meltano SDK for Singer Targets." +description = "Singer target for Postgres, built with the Meltano SDK for Singer Targets." authors = ["Meltano Team and Contributors <hello@meltano.com>"] maintainers = ["Meltano Team and Contributors <hello@meltano.com>"] license = "MIT" readme = "README.md" homepage = "https://meltano.com" -repository = "https://github.com/meltanolabs/target-postgres" +repository = "https://github.com/MeltanoLabs/target-postgres" +documentation = "https://github.com/MeltanoLabs/target-postgres/blob/main/README.md" keywords = [ "Postgres", "Singer", @@ -32,12 +33,16 @@ packages = [ [tool.poetry.dependencies] python = ">=3.8" +faker = {version = "~=29.0", optional = true} psycopg2-binary = "2.9.9" sqlalchemy = "~=2.0" sshtunnel = "0.4.0" [tool.poetry.dependencies.singer-sdk] -version = "~=0.38.0" +version = "~=0.40.0a1" + +[tool.poetry.extras] +faker = ["faker"] [tool.poetry.group.dev.dependencies] pytest = ">=7.4.2" @@ -58,7 +63,7 @@ module = ["sshtunnel"] ignore_missing_imports = true [build-system] -requires = ["poetry-core==1.9.0", "poetry-dynamic-versioning==1.3.0"] +requires = ["poetry-core==1.9.0", "poetry-dynamic-versioning==1.4.0"] build-backend = "poetry_dynamic_versioning.backend" [tool.poetry.scripts] diff --git a/target_postgres/connector.py b/target_postgres/connector.py index b56356fb..66166325 100644 --- a/target_postgres/connector.py +++ b/target_postgres/connector.py @@ -35,6 +35,9 @@ ) from sshtunnel import SSHTunnelForwarder +if t.TYPE_CHECKING: + from singer_sdk.connectors.sql import FullyQualifiedName + class PostgresConnector(SQLConnector): """Sets up SQL Alchemy, and other Postgres related stuff.""" @@ -96,7 +99,7 @@ def interpret_content_encoding(self) -> bool: def prepare_table( # type: ignore[override] # noqa: PLR0913 self, - full_table_name: str, + full_table_name: str | FullyQualifiedName, schema: dict, primary_keys: t.Sequence[str], connection: sa.engine.Connection, @@ -157,7 +160,7 @@ def prepare_table( # type: ignore[override] # noqa: PLR0913 def copy_table_structure( self, - full_table_name: str, + full_table_name: str | FullyQualifiedName, from_table: sa.Table, connection: sa.engine.Connection, as_temp_table: bool = False, @@ -203,13 +206,7 @@ def clone_table( # noqa: PLR0913 self, new_table_name, table, metadata, connection, temp_table ) -> sa.Table: """Clone a table.""" - new_columns = [ - sa.Column( - column.name, - column.type, - ) - for column in table.columns - ] + new_columns = [sa.Column(column.name, column.type) for column in table.columns] if temp_table is True: new_table = sa.Table( new_table_name, metadata, *new_columns, prefixes=["TEMPORARY"] @@ -291,14 +288,34 @@ def pick_individual_type(self, jsonschema_type: dict): # noqa: PLR0911 if "object" in jsonschema_type["type"]: return JSONB() if "array" in jsonschema_type["type"]: - items_type = jsonschema_type.get("items") - if "string" == items_type: - return ARRAY(TEXT()) - if "integer" == items_type: - return ARRAY(BIGINT()) - else: + items = jsonschema_type.get("items") + # Case 1: items is a string + if isinstance(items, str): + return ARRAY(self.to_sql_type({"type": items})) + + # Case 2: items are more complex + if isinstance(items, dict): + # Case 2.1: items are variants + if "type" not in items: + return ARRAY(JSONB()) + + items_type = items["type"] + + # Case 2.2: items are a single type + if isinstance(items_type, str): + return ARRAY(self.to_sql_type({"type": items_type})) + + # Case 2.3: items are a list of types + if isinstance(items_type, list): + return ARRAY(self.to_sql_type({"type": items_type})) + + # Case 3: tuples + if isinstance(items, list): return ARRAY(JSONB()) + # All other cases, return JSONB + return JSONB() + # string formats if jsonschema_type.get("format") == "date-time": return TIMESTAMP() @@ -404,7 +421,7 @@ def create_empty_table( # type: ignore[override] # noqa: PLR0913 def prepare_column( # noqa: PLR0913 self, - full_table_name: str, + full_table_name: str | FullyQualifiedName, column_name: str, sql_type: sa.types.TypeEngine, connection: sa.engine.Connection | None = None, @@ -822,7 +839,7 @@ def get_table_columns( # type: ignore[override] def column_exists( # type: ignore[override] self, - full_table_name: str, + full_table_name: str | FullyQualifiedName, column_name: str, connection: sa.engine.Connection, ) -> bool: @@ -898,7 +915,7 @@ def process_bind_param(self, value, dialect): except ValueError as ex: raise ValueError(f"Invalid hexadecimal string: {value}") from ex - if not isinstance(value, bytearray | memoryview | bytes): + if not isinstance(value, (bytearray, memoryview, bytes)): raise TypeError( "HexByteString columns support only bytes or hex string values. " f"{type(value)} is not supported" diff --git a/target_postgres/sinks.py b/target_postgres/sinks.py index 0ae09c37..c23aad4d 100644 --- a/target_postgres/sinks.py +++ b/target_postgres/sinks.py @@ -1,16 +1,21 @@ """Postgres target sink class, which handles writing streams.""" +from __future__ import annotations + +import datetime +import typing as t import uuid -from typing import Any, Dict, Iterable, List, Optional, Sequence, Union, cast import sqlalchemy as sa -from pendulum import now from singer_sdk.sinks import SQLSink -from sqlalchemy.sql import Executable from sqlalchemy.sql.expression import bindparam from target_postgres.connector import PostgresConnector +if t.TYPE_CHECKING: + from singer_sdk.connectors.sql import FullyQualifiedName + from sqlalchemy.sql import Executable + class PostgresSink(SQLSink): """Postgres target sink class.""" @@ -39,7 +44,7 @@ def connector(self) -> PostgresConnector: Returns: The connector object. """ - return cast(PostgresConnector, self._connector) + return t.cast(PostgresConnector, self._connector) def setup(self) -> None: """Set up Sink. @@ -48,6 +53,7 @@ def setup(self) -> None: Table entities in the target database. """ self.append_only = self.key_properties is None or self.key_properties == [] + if self.schema_name: self.connector.prepare_schema(self.schema_name) with self.connector._connect() as connection, connection.begin(): @@ -117,10 +123,10 @@ def bulk_insert_records( # type: ignore[override] # noqa: PLR0913 self, table: sa.Table, schema: dict, - records: Iterable[Dict[str, Any]], - primary_keys: Sequence[str], + records: t.Iterable[dict[str, t.Any]], + primary_keys: t.Sequence[str], connection: sa.engine.Connection, - ) -> Optional[int]: + ) -> int | None: """Bulk insert records to an existing destination table. The default implementation uses a generic SQLAlchemy bulk insert operation. @@ -139,7 +145,7 @@ def bulk_insert_records( # type: ignore[override] # noqa: PLR0913 True if table exists, False if not, None if unsure or undetectable. """ columns = self.column_representation(schema) - insert: str = cast( + insert: str = t.cast( str, self.generate_insert_statement( table.name, @@ -148,10 +154,10 @@ def bulk_insert_records( # type: ignore[override] # noqa: PLR0913 ) self.logger.info("Inserting with SQL: %s", insert) # Only one record per PK, we want to take the last one - data_to_insert: List[Dict[str, Any]] = [] + data_to_insert: list[dict[str, t.Any]] = [] if self.append_only is False: - insert_records: Dict[str, Dict] = {} # pk : record + insert_records: dict[str, dict] = {} # pk : record for record in records: insert_record = { column.name: record.get(column.name) for column in columns @@ -175,9 +181,9 @@ def upsert( # noqa: PLR0913 from_table: sa.Table, to_table: sa.Table, schema: dict, - join_keys: Sequence[str], + join_keys: t.Sequence[str], connection: sa.engine.Connection, - ) -> Optional[int]: + ) -> int | None: """Merge upsert data from one table to another. Args: @@ -244,7 +250,7 @@ def upsert( # noqa: PLR0913 def column_representation( self, schema: dict, - ) -> List[sa.Column]: + ) -> list[sa.Column]: """Return a sqlalchemy table representation for the current schema.""" columns: list[sa.Column] = [ sa.Column( @@ -257,9 +263,9 @@ def column_representation( def generate_insert_statement( self, - full_table_name: str, - columns: List[sa.Column], # type: ignore[override] - ) -> Union[str, Executable]: + full_table_name: str | FullyQualifiedName, + columns: list[sa.Column], # type: ignore[override] + ) -> str | Executable: """Generate an insert statement for the given records. Args: @@ -273,12 +279,12 @@ def generate_insert_statement( table = sa.Table(full_table_name, metadata, *columns) return sa.insert(table) - def conform_name(self, name: str, object_type: Optional[str] = None) -> str: + def conform_name(self, name: str, object_type: str | None = None) -> str: """Conforming names of tables, schemas, column names.""" return name @property - def schema_name(self) -> Optional[str]: + def schema_name(self) -> str | None: """Return the schema name or `None` if using names with no schema part. Note that after the next SDK release (after 0.14.0) we can remove this @@ -313,12 +319,21 @@ def activate_version(self, new_version: int) -> None: ) return + if self._pending_batch: + self.logger.info( + "An activate version message for '%s' was received. Draining...", + self.stream_name, + ) + draining_status = self.start_drain() + self.process_batch(draining_status) + self.mark_drained() + # There's nothing to do if the table doesn't exist yet # (which it won't the first time the stream is processed) if not self.connector.table_exists(self.full_table_name): return - deleted_at = now() + deleted_at = datetime.datetime.now(tz=datetime.timezone.utc) with self.connector._connect() as connection, connection.begin(): # Theoretically these errors should never appear because we always create @@ -359,7 +374,7 @@ def activate_version(self, new_version: int) -> None: delete_stmt = sa.delete(target_table).where( sa.or_( target_table.c[self.version_column_name].is_(None), - target_table.c[self.version_column_name] <= new_version, + target_table.c[self.version_column_name] < new_version, ) ) connection.execute(delete_stmt) diff --git a/target_postgres/target.py b/target_postgres/target.py index 2d419c4d..19e6fa21 100644 --- a/target_postgres/target.py +++ b/target_postgres/target.py @@ -16,6 +16,8 @@ class TargetPostgres(SQLTarget): """Target for Postgres.""" + package_name = "meltanolabs-target-postgres" + def __init__( self, config: dict | PurePath | str | list[PurePath | str] | None = None, diff --git a/target_postgres/tests/data_files/jsonb_data.singer b/target_postgres/tests/data_files/jsonb_data.singer new file mode 100644 index 00000000..70e33f74 --- /dev/null +++ b/target_postgres/tests/data_files/jsonb_data.singer @@ -0,0 +1,3 @@ +{"type":"SCHEMA", "stream":"test_jsonb_data", "key_properties":["id"], "schema":{"required":["id"], "type":"object", "properties":{"id":{"type":["integer"]},"event_data":{"type":["string","number","integer","array","object","boolean","null"]}}}} +{"type":"RECORD","stream":"test_jsonb_data","record":{"id":1,"event_data":null,"time_extracted":"2024-07-27T12:24:43.774995+00:00"}} +{"type":"RECORD","stream":"test_jsonb_data","record":{"id":2,"event_data":{"test":{"test_name":"test_value"}},"time_extracted":"2024-07-27T12:24:43.774995+00:00"}} diff --git a/target_postgres/tests/data_files/test_activate_version_hard.singer b/target_postgres/tests/data_files/test_activate_version_hard.singer index 1d05c3f8..e8b6dfc9 100644 --- a/target_postgres/tests/data_files/test_activate_version_hard.singer +++ b/target_postgres/tests/data_files/test_activate_version_hard.singer @@ -7,4 +7,5 @@ {"type": "RECORD", "stream": "test_activate_version_hard", "record": {"code": "NA", "name": "North America"}, "version": 1674486431563, "time_extracted": "2023-01-23T15:07:11.563063Z"} {"type": "RECORD", "stream": "test_activate_version_hard", "record": {"code": "OC", "name": "Oceania"}, "version": 1674486431563, "time_extracted": "2023-01-23T15:07:11.563063Z"} {"type": "RECORD", "stream": "test_activate_version_hard", "record": {"code": "SA", "name": "South America"}, "version": 1674486431563, "time_extracted": "2023-01-23T15:07:11.563063Z"} +{"type": "RECORD", "stream": "test_activate_version_hard", "record": {"code": "XX", "name": "This record should be deleted"}, "version": 1674486431562, "time_extracted": "2023-01-23T15:07:11.563063Z"} {"type": "ACTIVATE_VERSION", "stream": "test_activate_version_hard", "version": 1674486431563} diff --git a/target_postgres/tests/data_files/test_activate_version_soft_with_delete.singer b/target_postgres/tests/data_files/test_activate_version_soft_with_delete.singer index 6e536bec..2a741c64 100644 --- a/target_postgres/tests/data_files/test_activate_version_soft_with_delete.singer +++ b/target_postgres/tests/data_files/test_activate_version_soft_with_delete.singer @@ -1,9 +1,9 @@ {"type": "SCHEMA", "stream": "test_activate_version_soft", "schema": {"type": "object", "properties": {"code": {"type": ["string"]}, "name": {"type": ["null", "string"]}}}, "key_properties": ["code"], "bookmark_properties": []} {"type": "ACTIVATE_VERSION", "stream": "test_activate_version_soft", "version": 1674486431564} -{"type": "RECORD", "stream": "test_activate_version_soft", "record": {"code": "AF", "name": "Africa"}, "version": 1674486431563, "time_extracted": "2023-01-23T15:07:11.563063Z"} -{"type": "RECORD", "stream": "test_activate_version_soft", "record": {"code": "AN", "name": "Antarctica"}, "version": 1674486431563, "time_extracted": "2023-01-23T15:07:11.563063Z"} -{"type": "RECORD", "stream": "test_activate_version_soft", "record": {"code": "AS", "name": "Asia"}, "version": 1674486431563, "time_extracted": "2023-01-23T15:07:11.563063Z"} -{"type": "RECORD", "stream": "test_activate_version_soft", "record": {"code": "EU", "name": "Europe"}, "version": 1674486431563, "time_extracted": "2023-01-23T15:07:11.563063Z"} -{"type": "RECORD", "stream": "test_activate_version_soft", "record": {"code": "NA", "name": "North America"}, "version": 1674486431563, "time_extracted": "2023-01-23T15:07:11.563063Z"} -{"type": "RECORD", "stream": "test_activate_version_soft", "record": {"code": "OC", "name": "Oceania"}, "version": 1674486431563, "time_extracted": "2023-01-23T15:07:11.563063Z"} +{"type": "RECORD", "stream": "test_activate_version_soft", "record": {"code": "AF", "name": "Africa"}, "version": 1674486431564, "time_extracted": "2023-01-23T15:07:11.563063Z"} +{"type": "RECORD", "stream": "test_activate_version_soft", "record": {"code": "AN", "name": "Antarctica"}, "version": 1674486431564, "time_extracted": "2023-01-23T15:07:11.563063Z"} +{"type": "RECORD", "stream": "test_activate_version_soft", "record": {"code": "AS", "name": "Asia"}, "version": 1674486431564, "time_extracted": "2023-01-23T15:07:11.563063Z"} +{"type": "RECORD", "stream": "test_activate_version_soft", "record": {"code": "EU", "name": "Europe"}, "version": 1674486431564, "time_extracted": "2023-01-23T15:07:11.563063Z"} +{"type": "RECORD", "stream": "test_activate_version_soft", "record": {"code": "NA", "name": "North America"}, "version": 1674486431564, "time_extracted": "2023-01-23T15:07:11.563063Z"} +{"type": "RECORD", "stream": "test_activate_version_soft", "record": {"code": "OC", "name": "Oceania"}, "version": 1674486431564, "time_extracted": "2023-01-23T15:07:11.563063Z"} {"type": "ACTIVATE_VERSION", "stream": "test_activate_version_soft", "version": 1674486431564} diff --git a/target_postgres/tests/samples/sample_tap_countries/countries_tap.py b/target_postgres/tests/samples/sample_tap_countries/countries_tap.py index 9a1bb58d..eb79ab18 100644 --- a/target_postgres/tests/samples/sample_tap_countries/countries_tap.py +++ b/target_postgres/tests/samples/sample_tap_countries/countries_tap.py @@ -6,7 +6,7 @@ - https://countries.trevorblades.com/ """ -from typing import List +from __future__ import annotations from singer_sdk import Stream, Tap from singer_sdk.typing import PropertiesList @@ -23,7 +23,7 @@ class SampleTapCountries(Tap): name: str = "sample-tap-countries" config_jsonschema = PropertiesList().to_dict() - def discover_streams(self) -> List[Stream]: + def discover_streams(self) -> list[Stream]: """Return a list of discovered streams.""" return [ CountriesStream(tap=self), diff --git a/target_postgres/tests/test_target_postgres.py b/target_postgres/tests/test_target_postgres.py index 283346dd..65b06611 100644 --- a/target_postgres/tests/test_target_postgres.py +++ b/target_postgres/tests/test_target_postgres.py @@ -1,18 +1,18 @@ """Postgres target tests""" +from __future__ import annotations + # flake8: noqa import copy -import datetime import io from contextlib import redirect_stdout from decimal import Decimal from pathlib import Path -import jsonschema import pytest import sqlalchemy from singer_sdk.exceptions import InvalidRecord, MissingKeyPropertiesError -from singer_sdk.testing import get_target_test_class, sync_end_to_end +from singer_sdk.testing import sync_end_to_end from sqlalchemy.dialects.postgresql import ARRAY from sqlalchemy.types import TEXT, TIMESTAMP @@ -419,6 +419,16 @@ def test_array_data(postgres_target): verify_data(postgres_target, "test_carts", 4, "id", row) +def test_jsonb_data(postgres_target): + file_name = "jsonb_data.singer" + singer_file_to_target(file_name, postgres_target) + row = [ + {"id": 1, "event_data": None}, + {"id": 2, "event_data": {"test": {"test_name": "test_value"}}}, + ] + verify_data(postgres_target, "test_jsonb_data", 2, "id", row) + + def test_encoded_string_data(postgres_target): """ We removed NUL characters from the original encoded_strings.singer as postgres doesn't allow them. @@ -612,9 +622,9 @@ def test_activate_version_soft_delete(postgres_config_no_ssl): table_name = "test_activate_version_soft" file_name = f"{table_name}.singer" full_table_name = postgres_config_no_ssl["default_target_schema"] + "." + table_name - postgres_config_hard_delete_true = copy.deepcopy(postgres_config_no_ssl) - postgres_config_hard_delete_true["hard_delete"] = False - pg_soft_delete = TargetPostgres(config=postgres_config_hard_delete_true) + postgres_config_hard_delete_false = copy.deepcopy(postgres_config_no_ssl) + postgres_config_hard_delete_false["hard_delete"] = False + pg_soft_delete = TargetPostgres(config=postgres_config_hard_delete_false) engine = create_engine(pg_soft_delete) singer_file_to_target(file_name, pg_soft_delete) with engine.connect() as connection: