From db45aa39e73bae6b6955c5fecbd8362bb9dc88f5 Mon Sep 17 00:00:00 2001
From: Ben Theunissen <ben@shaped.ai>
Date: Sat, 5 Aug 2023 21:47:10 -0400
Subject: [PATCH] Stringify dicts before insertion for object types (#22)

* Stringify dicts before insertion

* Update deps

* Update deps

* Allow altering column types

* Revert, and push

* Increase version
---
 poetry.lock                | 2221 ++++++++++++++++++------------------
 pyproject.toml             |    6 +-
 target_clickhouse/sinks.py |   32 +-
 3 files changed, 1170 insertions(+), 1089 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 57a87cf..3c4e928 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,75 +1,874 @@
-# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
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+]
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     {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
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 ]
-
-[[package]]
-name = "tox"
-version = "3.28.0"
-description = "tox is a generic virtualenv management and test command line tool"
-optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
-files = [
+tox = [
     {file = "tox-3.28.0-py2.py3-none-any.whl", hash = "sha256:57b5ab7e8bb3074edc3c0c0b4b192a4f3799d3723b2c5b76f1fa9f2d40316eea"},
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-filelock = ">=3.0.0"
-importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
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-py = ">=1.4.17"
-six = ">=1.14.0"
-tomli = {version = ">=2.0.1", markers = "python_version >= \"3.7\" and python_version < \"3.11\""}
-virtualenv = ">=16.0.0,<20.0.0 || >20.0.0,<20.0.1 || >20.0.1,<20.0.2 || >20.0.2,<20.0.3 || >20.0.3,<20.0.4 || >20.0.4,<20.0.5 || >20.0.5,<20.0.6 || >20.0.6,<20.0.7 || >20.0.7"
-
-[package.extras]
-docs = ["pygments-github-lexers (>=0.0.5)", "sphinx (>=2.0.0)", "sphinxcontrib-autoprogram (>=0.1.5)", "towncrier (>=18.5.0)"]
-testing = ["flaky (>=3.4.0)", "freezegun (>=0.3.11)", "pathlib2 (>=2.3.3)", "psutil (>=5.6.1)", "pytest (>=4.0.0)", "pytest-cov (>=2.5.1)", "pytest-mock (>=1.10.0)", "pytest-randomly (>=1.0.0)"]
-
-[[package]]
-name = "typing-extensions"
-version = "4.6.3"
-description = "Backported and Experimental Type Hints for Python 3.7+"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "typing_extensions-4.6.3-py3-none-any.whl", hash = "sha256:88a4153d8505aabbb4e13aacb7c486c2b4a33ca3b3f807914a9b4c844c471c26"},
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+typing-extensions = [
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+    {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"},
 ]
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-[[package]]
-name = "tzdata"
-version = "2023.3"
-description = "Provider of IANA time zone data"
-optional = false
-python-versions = ">=2"
-files = [
+tzdata = [
     {file = "tzdata-2023.3-py2.py3-none-any.whl", hash = "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"},
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 ]
-
-[[package]]
-name = "tzlocal"
-version = "5.0.1"
-description = "tzinfo object for the local timezone"
-optional = false
-python-versions = ">=3.7"
-files = [
+tzlocal = [
     {file = "tzlocal-5.0.1-py3-none-any.whl", hash = "sha256:f3596e180296aaf2dbd97d124fe76ae3a0e3d32b258447de7b939b3fd4be992f"},
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-
-[package.dependencies]
-"backports.zoneinfo" = {version = "*", markers = "python_version < \"3.9\""}
-tzdata = {version = "*", markers = "platform_system == \"Windows\""}
-
-[package.extras]
-devenv = ["black", "check-manifest", "flake8", "pyroma", "pytest (>=4.3)", "pytest-cov", "pytest-mock (>=3.3)", "zest.releaser"]
-
-[[package]]
-name = "urllib3"
-version = "1.26.16"
-description = "HTTP library with thread-safe connection pooling, file post, and more."
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
-files = [
+urllib3 = [
     {file = "urllib3-1.26.16-py2.py3-none-any.whl", hash = "sha256:8d36afa7616d8ab714608411b4a3b13e58f463aee519024578e062e141dce20f"},
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-
-[package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
-secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
-socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
-
-[[package]]
-name = "virtualenv"
-version = "20.21.1"
-description = "Virtual Python Environment builder"
-optional = false
-python-versions = ">=3.7"
-files = [
+virtualenv = [
     {file = "virtualenv-20.21.1-py3-none-any.whl", hash = "sha256:09ddbe1af0c8ed2bb4d6ed226b9e6415718ad18aef9fa0ba023d96b7a8356049"},
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 ]
-
-[package.dependencies]
-distlib = ">=0.3.6,<1"
-filelock = ">=3.4.1,<4"
-importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.8\""}
-platformdirs = ">=2.4,<4"
-
-[package.extras]
-docs = ["furo (>=2023.3.27)", "proselint (>=0.13)", "sphinx (>=6.1.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=22.12)"]
-test = ["covdefaults (>=2.3)", "coverage (>=7.2.3)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.3.1)", "pytest-env (>=0.8.1)", "pytest-freezegun (>=0.4.2)", "pytest-mock (>=3.10)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)"]
-
-[[package]]
-name = "zipp"
-version = "3.15.0"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.7"
-files = [
+zipp = [
     {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"},
     {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"},
 ]
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
-
-[[package]]
-name = "zstd"
-version = "1.5.5.1"
-description = "ZSTD Bindings for Python"
-optional = false
-python-versions = "*"
-files = [
+zstd = [
     {file = "zstd-1.5.5.1-cp27-cp27m-macosx_10_14_x86_64.whl", hash = "sha256:555779789bc75cd05089c3ba857f45a0a8c4b87d45e5ced02fec77fa8719237a"},
     {file = "zstd-1.5.5.1-cp27-cp27m-manylinux1_i686.whl", hash = "sha256:86496bd4830cdb7b4b05a9ce6ce2baee87d327ff90845da4ee308452bfbbed4e"},
     {file = "zstd-1.5.5.1-cp27-cp27m-manylinux1_x86_64.whl", hash = "sha256:b487c2e67ed42a4e0d47997d209f4456b01b334023083ef61873f79577c84c62"},
@@ -1843,11 +1902,3 @@ files = [
     {file = "zstd-1.5.5.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:c6ac9768eeb3c6b530db93de2fec9b363776075dc8a00ee4049612ba5397ca8e"},
     {file = "zstd-1.5.5.1.tar.gz", hash = "sha256:1ef980abf0e1e072b028d2d76ef95b476632651c96225cf30b619c6eef625672"},
 ]
-
-[extras]
-s3 = ["fs-s3fs"]
-
-[metadata]
-lock-version = "2.0"
-python-versions = "<3.12,>=3.7.1"
-content-hash = "61cc97557c8266e6e9d307d1ea5d9d26b79848c02e87a6e42a7540d27ae5f407"
diff --git a/pyproject.toml b/pyproject.toml
index 4453fea..bbdd8f3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "shaped-target-clickhouse"
-version = "0.0.5"
+version = "0.0.6"
 description = "`target-clickhouse` is a Singer target for clickhouse, built with the Meltano Singer SDK."
 readme = "README.md"
 authors = ["Ben Theunissen"]
@@ -15,7 +15,7 @@ packages = [
 
 [tool.poetry.dependencies]
 python = "<3.12,>=3.7.1"
-singer-sdk = { version="^0.28.0" }
+singer-sdk = { version=">=0.28,<0.31" }
 fs-s3fs = { version = "^1.1.1", optional = true }
 clickhouse-sqlalchemy = "^0.2.4"
 
@@ -23,7 +23,7 @@ clickhouse-sqlalchemy = "^0.2.4"
 pytest = "^7.2.1"
 tox = "^3.25.0"
 ruff = "^0.0.278"
-singer-sdk = { version="^0.28.0", extras = ["testing"] }
+singer-sdk = { version=">=0.28,<0.31", extras = ["testing"] }
 
 [tool.poetry.extras]
 s3 = ["fs-s3fs"]
diff --git a/target_clickhouse/sinks.py b/target_clickhouse/sinks.py
index 5bd358e..f0bbf60 100644
--- a/target_clickhouse/sinks.py
+++ b/target_clickhouse/sinks.py
@@ -2,8 +2,9 @@
 
 from __future__ import annotations
 
+import json
 import typing
-from typing import TYPE_CHECKING
+from typing import TYPE_CHECKING, Any, Iterable
 
 import sqlalchemy.types
 from clickhouse_sqlalchemy import (
@@ -154,3 +155,32 @@ def full_table_name(self) -> str:
             schema_name=self.schema_name,
             db_name=self.database_name,
         )
+
+    def bulk_insert_records(
+            self,
+            full_table_name: str,
+            schema: dict,
+            records: Iterable[dict[str, Any]],
+        ) -> int | None:
+        """Bulk insert records to an existing destination table.
+
+        The default implementation uses a generic SQLAlchemy bulk insert operation.
+        This method may optionally be overridden by developers in order to provide
+        faster, native bulk uploads.
+
+        Args:
+            full_table_name: the target table name.
+            schema: the JSON schema for the new table, to be used when inferring column
+                names.
+            records: the input records.
+
+        Returns:
+            True if table exists, False if not, None if unsure or undetectable.
+        """
+        # Need to convert any records with a dict type to a JSON string.
+        for record in records:
+            for key, value in record.items():
+                if isinstance(value, dict):
+                    record[key] = json.dumps(value)
+
+        return super().bulk_insert_records(full_table_name, schema, records)