diff --git a/.github/pg_container/Dockerfile b/.github/pg_container/Dockerfile
new file mode 100644
index 0000000..3ea0a1a
--- /dev/null
+++ b/.github/pg_container/Dockerfile
@@ -0,0 +1,110 @@
+ARG PG_VERSION
+FROM postgres:${PG_VERSION}-bookworm
+
+RUN apt-get update \
+      && apt-cache showpkg postgresql-$PG_MAJOR-postgis-$POSTGIS_MAJOR \
+      && apt-get install -y --no-install-recommends \
+           ca-certificates \
+           postgresql-$PG_MAJOR-postgis-3 \
+           postgresql-$PG_MAJOR-postgis-3-scripts \
+           postgresql-$PG_MAJOR-pgvector \
+           postgresql-$PG_MAJOR-age \
+           postgresql-$PG_MAJOR-rational
+
+
+# Other available Debian packages for PG extensions:
+#    postgresql-16-age - Graph database optimized for fast analysis and real-time data processing
+#    postgresql-16-asn1oid - ASN.1 OID data type for PostgreSQL
+#    postgresql-16-auto-failover - Postgres high availability support
+#    postgresql-16-bgw-replstatus - report whether PostgreSQL node is master or standby
+#    postgresql-16-credcheck - PostgreSQL username/password checks
+#    postgresql-16-cron - Run periodic jobs in PostgreSQL
+#    postgresql-16-debversion - Debian version number type for PostgreSQL
+#    postgresql-16-decoderbufs - logical decoder output plugin to deliver data as Protocol Buffers
+#    postgresql-16-dirtyread - Read dead but unvacuumed tuples from a PostgreSQL relation
+#    postgresql-16-extra-window-functions - Extra Window Functions for PostgreSQL
+#    postgresql-16-first-last-agg - PostgreSQL extension providing first and last aggregate functions
+#    postgresql-16-h3 - PostgreSQL bindings for H3, a hierarchical hexagonal geospatial indexing system
+#    postgresql-16-hll - HyperLogLog extension for PostgreSQL
+#    postgresql-16-http - HTTP client for PostgreSQL, retrieve a web page from inside the database
+#    postgresql-16-hypopg - PostgreSQL extension adding support for hypothetical indexes.
+#    postgresql-16-icu-ext - PostgreSQL extension exposing functionality from the ICU library
+#    postgresql-16-ip4r - IPv4 and IPv6 types for PostgreSQL 16
+#    postgresql-16-jsquery - PostgreSQL JSON query language with GIN indexing support
+#    postgresql-16-londiste-sql - SQL infrastructure for Londiste
+#    postgresql-16-mimeo - specialized, per-table replication between PostgreSQL instances
+#    postgresql-16-mobilitydb - Open source geospatial trajectory data management & analysis platform
+#    postgresql-16-mysql-fdw - Postgres 16 Foreign Data Wrapper for MySQL
+#    postgresql-16-numeral - numeral datatypes for PostgreSQL
+#    postgresql-16-ogr-fdw - PostgreSQL foreign data wrapper for OGR
+#    postgresql-16-omnidb - PostgreSQL PL/pgSQL debugger extension for OmniDB
+#    postgresql-16-oracle-fdw - PostgreSQL Foreign Data Wrapper for Oracle
+#    postgresql-16-orafce - Oracle support functions for PostgreSQL 16
+#    postgresql-16-partman - PostgreSQL Partition Manager
+#    postgresql-16-periods - PERIODs and SYSTEM VERSIONING for PostgreSQL
+#    postgresql-16-pg-catcheck - Postgres system catalog checker
+#    postgresql-16-pg-checksums - Activate/deactivate/verify PostgreSQL data checksums
+#    postgresql-16-pg-fact-loader - Build fact tables asynchronously with Postgres
+#    postgresql-16-pg-failover-slots - High-availability support for PostgreSQL logical replication
+#    postgresql-16-pg-hint-plan - support for optimizer hints in PostgreSQL
+#    postgresql-16-pg-qualstats - PostgreSQL extension to gather statistics about predicates.
+#    postgresql-16-pg-rrule - RRULE data type for PostgreSQL
+#    postgresql-16-pg-stat-kcache - PostgreSQL extension to gather per-query kernel statistics.
+#    postgresql-16-pg-track-settings - PostgreSQL extension tracking of configuration settings
+#    postgresql-16-pg-wait-sampling - Extension providing statistics about PostgreSQL wait events
+#    postgresql-16-pgaudit - PostgreSQL Audit Extension
+#    postgresql-16-pgauditlogtofile - PostgreSQL pgAudit Add-On to redirect audit logs
+#    postgresql-16-pgextwlist - PostgreSQL Extension Whitelisting
+#    postgresql-16-pgfaceting - Faceted query acceleration for PostgreSQL using roaring bitmaps
+#    postgresql-16-pgfincore - set of PostgreSQL functions to manage blocks in memory
+#    postgresql-16-pgl-ddl-deploy - Transparent DDL replication for PostgreSQL
+#    postgresql-16-pglogical - Logical Replication Extension for PostgreSQL
+#    postgresql-16-pglogical-ticker - Have time-based replication delay for pglogical
+#    postgresql-16-pgmemcache - PostgreSQL interface to memcached
+#    postgresql-16-pgmp - arbitrary precision integers and rationals for PostgreSQL 16
+#    postgresql-16-pgpcre - Perl Compatible Regular Expressions (PCRE) extension for PostgreSQL
+#    postgresql-16-pgpool2 - connection pool server and replication proxy for PostgreSQL - modules
+#    postgresql-16-pgq-node - Cascaded queueing on top of PgQ
+#    postgresql-16-pgq3 - Generic queue for PostgreSQL
+#    postgresql-16-pgrouting - Routing functionality support for PostgreSQL/PostGIS
+#    postgresql-16-pgrouting-doc - Routing functionality support for PostgreSQL/PostGIS (Documentation)
+#    postgresql-16-pgrouting-scripts - Routing functionality support for PostgreSQL/PostGIS - SQL scripts
+#    postgresql-16-pgsphere - Spherical data types for PostgreSQL
+#    postgresql-16-pgtap - Unit testing framework extension for PostgreSQL 16
+#    postgresql-16-pgvector - Open-source vector similarity search for Postgres
+#    postgresql-16-pldebugger - PostgreSQL pl/pgsql Debugger API
+#    postgresql-16-pljava - Java procedural language for PostgreSQL 16
+#    postgresql-16-pllua - Lua procedural language for PostgreSQL 16
+#    postgresql-16-plpgsql-check - plpgsql_check extension for PostgreSQL
+#    postgresql-16-plprofiler - PostgreSQL PL/pgSQL functions performance profiler
+#    postgresql-16-plproxy - database partitioning system for PostgreSQL 16
+#    postgresql-16-plr - Procedural language interface between PostgreSQL and R
+#    postgresql-16-plsh - PL/sh procedural language for PostgreSQL 16
+#    postgresql-16-pointcloud - PostgreSQL extension for storing point cloud (LIDAR) data
+#    postgresql-16-postgis-3 - Geographic objects support for PostgreSQL 16
+#    postgresql-16-postgis-3-scripts - Geographic objects support for PostgreSQL 16 -- SQL scripts
+#    postgresql-16-powa - PostgreSQL Workload Analyzer -- PostgreSQL 16 extension
+#    postgresql-16-prefix - Prefix Range module for PostgreSQL
+#    postgresql-16-preprepare - pre prepare your PostgreSQL statements server side
+#    postgresql-16-prioritize - Get and set the nice priorities of PostgreSQL backends
+#    postgresql-16-q3c - PostgreSQL 16 extension used for indexing the sky
+#    postgresql-16-rational - Precise fractional arithmetic for PostgreSQL
+#    postgresql-16-rdkit - Cheminformatics and machine-learning software (PostgreSQL Cartridge)
+#    postgresql-16-repack - reorganize tables in PostgreSQL databases with minimal locks
+#    postgresql-16-repmgr - replication manager for PostgreSQL 16
+#    postgresql-16-roaringbitmap - RoaringBitmap extension for PostgreSQL
+#    postgresql-16-rum - PostgreSQL RUM access method
+#    postgresql-16-semver - Semantic version number type for PostgreSQL
+#    postgresql-16-set-user - PostgreSQL privilege escalation with enhanced logging and control
+#    postgresql-16-show-plans - Show query plans of currently running PostgreSQL statements
+#    postgresql-16-similarity - PostgreSQL similarity functions extension
+#    postgresql-16-slony1-2 - replication system for PostgreSQL: PostgreSQL 16 server plug-in
+#    postgresql-16-snakeoil - PostgreSQL anti-virus scanner based on ClamAV
+#    postgresql-16-squeeze - PostgreSQL extension for automatic bloat cleanup
+#    postgresql-16-statviz - PostgreSQL internal statistics analysis and visualization
+#    postgresql-16-tablelog - log changes on tables and restore tables to point in time
+#    postgresql-16-tdigest - t-digest algorithm for on-line accumulation of rank-based statistics
+#    postgresql-16-tds-fdw - PostgreSQL foreign data wrapper for TDS databases
+#    postgresql-16-toastinfo - Show storage structure of varlena datatypes in PostgreSQL
+#    postgresql-16-unit - SI Units for PostgreSQL
+#    postgresql-16-wal2json - PostgreSQL logical decoding JSON output plugin
diff --git a/.github/setupandbuild/action.yaml b/.github/setupandbuild/action.yaml
new file mode 100644
index 0000000..749bb0c
--- /dev/null
+++ b/.github/setupandbuild/action.yaml
@@ -0,0 +1,38 @@
+name: setup_and_build
+description: Setups repository, Rust and build pg2parquet
+
+inputs:
+  rust_target:
+    description: Target triple
+    required: true
+  rust_profile:
+    description: Cargo Profile to use
+    default: ci-build
+    required: true
+runs:
+  using: composite
+  steps:
+  - uses: actions-rs/toolchain@master
+    with:
+      target: ${{ inputs.rust_target }}
+      toolchain: stable
+      override: true
+
+  - name: Build
+    uses: actions-rs/cargo@v1
+    with:
+      use-cross: ${{ runner.os != 'Windows' && (inputs.rust_target == 'x86_64-unknown-linux-musl' || inputs.rust_target == 'x86_64-pc-windows-gnu' || inputs.rust_target == 'aarch64-unknown-linux-gnu' || inputs.rust_target == 'riscv64gc-unknown-linux-gnu') }}
+      command: build
+      args: --locked --profile=${{ inputs.rust_profile }} --manifest-path=cli/Cargo.toml --target=${{ inputs.rust_target }}
+  - name: Copy binary
+    if: inputs.rust_target != 'x86_64-pc-windows-gnu'
+    shell: bash
+    run: |
+      mkdir output_dir
+      cp cli/target/${{ inputs.rust_target }}/${{ inputs.rust_profile == 'dev' && 'debug' || inputs.rust_profile }}/pg2parquet output_dir/
+  - name: Copy binary
+    if: inputs.rust_target == 'x86_64-pc-windows-gnu'
+    shell: bash
+    run: |
+      mkdir output_dir
+      cp cli/target/${{ inputs.rust_target }}/${{ inputs.rust_profile == 'dev' && 'debug' || inputs.rust_profile }}/pg2parquet.exe output_dir/
diff --git a/.github/test/action.yaml b/.github/test/action.yaml
new file mode 100644
index 0000000..76b019a
--- /dev/null
+++ b/.github/test/action.yaml
@@ -0,0 +1,45 @@
+name: test
+description: Runs Python integration tests for pg2parquet
+
+inputs:
+  binary:
+    description: The pg2parquet compiled binary
+  pg_version:
+    default: '16'
+    description: PostgreSQL version
+    required: true
+
+runs:
+  using: composite
+  steps:
+  - run: cd .github/pg_container && docker build --build-arg PG_VERSION=${{ inputs.pg_version }} -t pg2parquet-postgres .
+    shell: bash
+  - run: docker run -d --name pg2parquet-postgres1 -p 5432:5432 -e POSTGRES_PASSWORD=postgres pg2parquet-postgres
+    shell: bash
+  - run: timeout 120s bash -c 'until docker exec pg2parquet-postgres1 psql -U postgres -c "select 1;"; do echo "Waiting for PG startup..."; sleep 0.3; done'
+    shell: bash
+  - run: docker exec pg2parquet-postgres1 psql -U postgres -c "CREATE DATABASE pg2parquet_test;"
+    shell: bash
+
+  - uses: actions/setup-python@v4
+    with:
+      python-version: 3.12
+
+  - uses: abatilo/actions-poetry@v2
+    with:
+      poetry-version: 1.8.2
+
+  - run: poetry install --no-root
+    working-directory: py-tests
+    shell: bash
+
+  - run: poetry -C py-tests run python -m pytest
+    shell: bash
+    env:
+      PG2PARQUET_TEST_BIN: ${{ inputs.binary }}
+      PG2PARQUET_TEST_DB_HOST: 127.0.0.1
+      PG2PARQUET_TEST_DB_PORT: 5432
+      PG2PARQUET_TEST_DB_NAME: testdb
+      PG2PARQUET_TEST_DB_USER: postgres
+      PG2PARQUET_TEST_DB_PASSWORD: postgres
+
diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
new file mode 100644
index 0000000..4d0929c
--- /dev/null
+++ b/.github/workflows/build.yaml
@@ -0,0 +1,34 @@
+name: Build release binaries
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+
+jobs:
+  build-rust:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        rust_target: [x86_64-unknown-linux-gnu, x86_64-unknown-linux-musl, x86_64-pc-windows-gnu, aarch64-unknown-linux-gnu, riscv64gc-unknown-linux-gnu]
+        os: [ubuntu-latest]
+        include:
+          - rust_target: x86_64-apple-darwin
+            os: macos-latest
+    steps:
+      - uses: actions/checkout@v3
+      - run: find .github
+        shell: bash
+      - uses: ./.github/setupandbuild
+        with:
+          rust_target: ${{ matrix.rust_target }}
+      - name: Strip binary
+        if: matrix.rust_target == 'x86_64-unknown-linux-musl' 
+        run: |
+          strip output_dir/pg2parquet
+      - name: Upload artifact
+        uses: actions/upload-artifact@v3
+        with:
+          name: release-${{ matrix.rust_target }}
+          path: output_dir/pg2parquet${{ matrix.rust_target == 'x86_64-pc-windows-gnu' && '.exe' || '' }}
diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
deleted file mode 100644
index 49e102f..0000000
--- a/.github/workflows/build.yml
+++ /dev/null
@@ -1,52 +0,0 @@
-name: Publish
-on:
-  push:
-    branches: [ "main" ]
-  pull_request:
-    branches: [ "main" ]
-
-jobs:
-  build-rust:
-    runs-on: ${{ matrix.os }}
-    strategy:
-      fail-fast: false
-      matrix:
-        rust_target: [x86_64-unknown-linux-gnu, x86_64-unknown-linux-musl, x86_64-pc-windows-gnu, aarch64-unknown-linux-gnu, riscv64gc-unknown-linux-gnu]
-        os: [ubuntu-latest]
-        include:
-          - rust_target: x86_64-apple-darwin
-            os: macos-latest
-    steps:
-      - uses: actions/checkout@v3
-      - uses: actions-rs/toolchain@master
-        with:
-          target: ${{ matrix.rust_target }}
-          toolchain: stable
-          override: true
-
-      - name: Build
-        uses: actions-rs/cargo@v1
-        with:
-          use-cross: ${{ matrix.rust_target == 'x86_64-unknown-linux-musl' || matrix.rust_target == 'x86_64-pc-windows-gnu' || matrix.rust_target == 'aarch64-unknown-linux-gnu' || matrix.rust_target == 'riscv64gc-unknown-linux-gnu' }}
-          command: build
-          args: --locked --profile ci-build --manifest-path=cli/Cargo.toml --target=${{ matrix.rust_target }}
-      - name: Copy binary
-        if: matrix.rust_target != 'x86_64-pc-windows-gnu'
-        run: |
-          mkdir output_dir
-          cp cli/target/${{ matrix.rust_target }}/ci-build/pg2parquet output_dir/
-      - name: Copy binary
-        if: matrix.rust_target == 'x86_64-pc-windows-gnu'
-        run: |
-          mkdir output_dir
-          cp cli/target/${{ matrix.rust_target }}/ci-build/pg2parquet.exe output_dir/
-
-      - name: Strip binary
-        if: matrix.rust_target == 'x86_64-unknown-linux-musl' 
-        run: |
-          strip output_dir/pg2parquet
-      - name: Upload artifact
-        uses: actions/upload-artifact@v3
-        with:
-          name: release-${{ matrix.rust_target }}
-          path: output_dir/pg2parquet${{ matrix.rust_target == 'x86_64-pc-windows-gnu' && '.exe' || '' }}
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
new file mode 100644
index 0000000..3b282b1
--- /dev/null
+++ b/.github/workflows/test.yaml
@@ -0,0 +1,36 @@
+name: Tests
+
+on:
+  workflow_dispatch:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+
+jobs:
+  tests:
+    name: Integration Tests
+    runs-on: ${{ matrix.os }}
+    timeout-minutes: 15
+    strategy:
+      fail-fast: false
+      matrix:
+        os: [ubuntu-latest]
+        target: [x86_64-unknown-linux-gnu, x86_64-unknown-linux-musl]
+        pg_version: [ '16' ]
+        include:
+          - os: ubuntu-latest
+            target: x86_64-unknown-linux-gnu
+            pg_version: '12' # oldest supported version as of 2024
+    steps:
+    - uses: actions/checkout@v3
+    - name: Set up and build
+      uses: ./.github/setupandbuild
+      with:
+        rust_target: ${{ matrix.target }}
+        rust_profile: dev
+    - name: Run Tests
+      uses: ./.github/test
+      with:
+        binary: output_dir/pg2parquet${{ matrix.target == 'x86_64-pc-windows-gnu' && '.exe' || '' }}
+        pg_version: ${{ matrix.pg_version }}
diff --git a/cli/src/appenders/byte_array.rs b/cli/src/appenders/byte_array.rs
index 1c58757..77f51a9 100644
--- a/cli/src/appenders/byte_array.rs
+++ b/cli/src/appenders/byte_array.rs
@@ -181,7 +181,7 @@ pub fn create_pg_raw_appender<TRow: PgAbstractRow + Clone>(max_dl: i16, max_rl:
 	a
 }
 
-pub fn create_jsonb_appender<TRow: PgAbstractRow + Clone, const TYPE_OID: u32>(max_dl: i16, max_rl: i16, column_index: usize) -> impl ColumnAppender<TRow> {
+pub fn create_jsonb_appender<TRow: PgAbstractRow + Clone>(max_dl: i16, max_rl: i16, column_index: usize) -> impl ColumnAppender<TRow> {
 	let a = ByteArrayColumnAppender::new(max_dl, max_rl, move |row: &TRow, buffer: &mut Vec<u8>| {
 		if let Some(value) = row.ab_get::<Option<PgAnyRef>>(column_index) {
 
@@ -198,5 +198,5 @@ pub fn create_jsonb_appender<TRow: PgAbstractRow + Clone, const TYPE_OID: u32>(m
 	a
 }
 // pub fn create_string_appender<TRow: PgAbstractRow>(max_dl: i16, max_rl: i16, column_index: usize) -> impl ColumnAppender<Arc<TRow>> {
-// 	create_pg_raw_appender::<TRow, TYPE_OID>(max_dl, max_rl, column_index)
+// 	create_pg_raw_appender::<TRow>(max_dl, max_rl, column_index)
 // }
diff --git a/cli/src/postgres_cloner.rs b/cli/src/postgres_cloner.rs
index dbe1a5a..675d277 100644
--- a/cli/src/postgres_cloner.rs
+++ b/cli/src/postgres_cloner.rs
@@ -438,6 +438,8 @@ fn map_simple_type<TRow: PgAbstractRow + Clone + 'static>(
 		"bytea" => resolve_primitive::<Vec<u8>, ByteArrayType, _>(name, c, None, None),
 		"name" | "text" | "xml" | "bpchar" | "varchar" | "citext" =>
 			resolve_primitive::<String, ByteArrayType, _>(name, c, Some(LogicalType::String), Some(ConvertedType::UTF8)),
+			// (Box::new(crate::appenders::byte_array::create_pg_raw_appender(c.definition_level + 1, c.repetition_level, c.col_i)),
+			// 	ParquetType::primitive_type_builder(name, basic::Type::BYTE_ARRAY).with_logical_type(Some(LogicalType::String)).with_converted_type(ConvertedType::UTF8).build().unwrap()),
 		"jsonb" | "json" =>
 			resolve_primitive::<PgRawJsonb, ByteArrayType, _>(name, c, Some(match s.json_handling {
 				SchemaSettingsJsonHandling::Text => LogicalType::String,
diff --git a/py-tests/poetry.lock b/py-tests/poetry.lock
index 5877d59..1b70957 100644
--- a/py-tests/poetry.lock
+++ b/py-tests/poetry.lock
@@ -1,141 +1,275 @@
-# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+
+[[package]]
+name = "colorama"
+version = "0.4.6"
+description = "Cross-platform colored terminal text."
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+files = [
+    {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
+    {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
+]
 
 [[package]]
 name = "duckdb"
-version = "0.8.1"
-description = "DuckDB embedded database"
+version = "0.10.2"
+description = "DuckDB in-process database"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7.0"
+files = [
+    {file = "duckdb-0.10.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3891d3ac03e12a3e5c43afa3020fe701f64060f52d25f429a1ed7b5d914368d3"},
+    {file = "duckdb-0.10.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4f63877651f1fb940e049dc53038eb763856616319acf4f892b1c3ed074f5ab0"},
+    {file = "duckdb-0.10.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:06e3a36f04f4d98d2c0bbdd63e517cfbe114a795306e26ec855e62e076af5043"},
+    {file = "duckdb-0.10.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cf5f95ad5b75c8e65c6508b4df02043dd0b9d97712b9a33236ad77c388ce7861"},
+    {file = "duckdb-0.10.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3ff62bc98278c98fecbd6eecec5d698ad41ebd654110feaadbf8ac8bb59b1ecf"},
+    {file = "duckdb-0.10.2-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:cceede13fde095c23cf9a53adf7c414c7bfb21b9a7aa6a4836014fdbecbfca70"},
+    {file = "duckdb-0.10.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:acdfff60b7efccd7f731213a9795851256249dfacf80367074b2b2e144f716dd"},
+    {file = "duckdb-0.10.2-cp310-cp310-win_amd64.whl", hash = "sha256:4a5d5655cf0bdaf664a6f332afe465e02b08cef715548a0983bb7aef48da06a6"},
+    {file = "duckdb-0.10.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:a9d15842876d18763e085648656cccc7660a215d16254906db5c4471be2c7732"},
+    {file = "duckdb-0.10.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:c88cdcdc8452c910e4298223e7d9fca291534ff5aa36090aa49c9e6557550b13"},
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 tzdata = {version = "*", markers = "sys_platform == \"win32\""}
 
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+    {file = "pyarrow-16.1.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0d07de3ee730647a600037bc1d7b7994067ed64d0eba797ac74b2bc77384f4c2"},
+    {file = "pyarrow-16.1.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fbef391b63f708e103df99fbaa3acf9f671d77a183a07546ba2f2c297b361e83"},
+    {file = "pyarrow-16.1.0-cp38-cp38-manylinux_2_28_aarch64.whl", hash = "sha256:19741c4dbbbc986d38856ee7ddfdd6a00fc3b0fc2d928795b95410d38bb97d15"},
+    {file = "pyarrow-16.1.0-cp38-cp38-manylinux_2_28_x86_64.whl", hash = "sha256:f2c5fb249caa17b94e2b9278b36a05ce03d3180e6da0c4c3b3ce5b2788f30eed"},
+    {file = "pyarrow-16.1.0-cp38-cp38-win_amd64.whl", hash = "sha256:e6b6d3cd35fbb93b70ade1336022cc1147b95ec6af7d36906ca7fe432eb09710"},
+    {file = "pyarrow-16.1.0-cp39-cp39-macosx_10_15_x86_64.whl", hash = "sha256:18da9b76a36a954665ccca8aa6bd9f46c1145f79c0bb8f4f244f5f8e799bca55"},
+    {file = "pyarrow-16.1.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:99f7549779b6e434467d2aa43ab2b7224dd9e41bdde486020bae198978c9e05e"},
+    {file = "pyarrow-16.1.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f07fdffe4fd5b15f5ec15c8b64584868d063bc22b86b46c9695624ca3505b7b4"},
+    {file = "pyarrow-16.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ddfe389a08ea374972bd4065d5f25d14e36b43ebc22fc75f7b951f24378bf0b5"},
+    {file = "pyarrow-16.1.0-cp39-cp39-manylinux_2_28_aarch64.whl", hash = "sha256:3b20bd67c94b3a2ea0a749d2a5712fc845a69cb5d52e78e6449bbd295611f3aa"},
+    {file = "pyarrow-16.1.0-cp39-cp39-manylinux_2_28_x86_64.whl", hash = "sha256:ba8ac20693c0bb0bf4b238751d4409e62852004a8cf031c73b0e0962b03e45e3"},
+    {file = "pyarrow-16.1.0-cp39-cp39-win_amd64.whl", hash = "sha256:31a1851751433d89a986616015841977e0a188662fcffd1a5677453f1df2de0a"},
+    {file = "pyarrow-16.1.0.tar.gz", hash = "sha256:15fbb22ea96d11f0b5768504a3f961edab25eaf4197c341720c4a387f6c60315"},
 ]
 
 [package.dependencies]
 numpy = ">=1.16.6"
 
+[[package]]
+name = "pytest"
+version = "8.2.0"
+description = "pytest: simple powerful testing with Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pytest-8.2.0-py3-none-any.whl", hash = "sha256:1733f0620f6cda4095bbf0d9ff8022486e91892245bb9e7d5542c018f612f233"},
+    {file = "pytest-8.2.0.tar.gz", hash = "sha256:d507d4482197eac0ba2bae2e9babf0672eb333017bcedaa5fb1a3d42c1174b3f"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+iniconfig = "*"
+packaging = "*"
+pluggy = ">=1.5,<2.0"
+
+[package.extras]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+
+[[package]]
+name = "python-dateutil"
+version = "2.9.0.post0"
+description = "Extensions to the standard Python datetime module"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+files = [
+    {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
+    {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
+]
+
+[package.dependencies]
+six = ">=1.5"
+
+[[package]]
+name = "pytz"
+version = "2024.1"
+description = "World timezone definitions, modern and historical"
+optional = false
+python-versions = "*"
+files = [
+    {file = "pytz-2024.1-py2.py3-none-any.whl", hash = "sha256:328171f4e3623139da4983451950b28e95ac706e13f3f2630a879749e7a8b319"},
+    {file = "pytz-2024.1.tar.gz", hash = "sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812"},
+]
+
+[[package]]
+name = "six"
+version = "1.16.0"
+description = "Python 2 and 3 compatibility utilities"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
+    {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
+    {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
+]
+
 [[package]]
 name = "typing-extensions"
-version = "4.7.1"
-description = "Backported and Experimental Type Hints for Python 3.7+"
+version = "4.11.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.7.1-py3-none-any.whl", hash = "sha256:440d5dd3af93b060174bf433bccd69b0babc3b15b1a8dca43789fd7f61514b36"},
-    {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"},
+    {file = "typing_extensions-4.11.0-py3-none-any.whl", hash = "sha256:c1f94d72897edaf4ce775bb7558d5b79d8126906a14ea5ed1635921406c0387a"},
+    {file = "typing_extensions-4.11.0.tar.gz", hash = "sha256:83f085bd5ca59c80295fc2a82ab5dac679cbe02b9f33f7d83af68e241bea51b0"},
 ]
 
 [[package]]
 name = "tzdata"
-version = "2023.3"
+version = "2024.1"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 files = [
-    {file = "tzdata-2023.3-py2.py3-none-any.whl", hash = "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"},
-    {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
+    {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
+    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
 ]
 
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.11"
-content-hash = "f7e425e7147bf6efb2e30807a5aee0c2dcd4ea8f5780c7a45c6ae50b60696aa4"
+content-hash = "7b3e473cacdda25b2b17b82278e8ab0ddd5749744d750f993c0e73faf95fbeec"
diff --git a/py-tests/pyproject.toml b/py-tests/pyproject.toml
index 91bbb4d..b87d4c6 100644
--- a/py-tests/pyproject.toml
+++ b/py-tests/pyproject.toml
@@ -7,11 +7,13 @@ packages = [{include = "pg2parquet_pytests"}]
 
 [tool.poetry.dependencies]
 python = "^3.11"
-pyarrow = "^12.0.1"
-psycopg = "^3.1.10"
-duckdb = "^0.8.1"
-polars = "^0.18.12"
-
+numpy = "1.26.4"
+pyarrow = "^16.1.0"
+psycopg = "^3.1.19"
+duckdb = "^0.10.2"
+polars = "^0.20.26"
+pytest = "^8.2.0"
+pandas = "^2.2.2"
 
 [build-system]
 requires = ["poetry-core"]
diff --git a/py-tests/test_basic_types.py b/py-tests/test_basic_types.py
index 32c506b..d7dfa8c 100644
--- a/py-tests/test_basic_types.py
+++ b/py-tests/test_basic_types.py
@@ -234,7 +234,7 @@ def test_dates(self):
 
         duckdb_table = duckdb.read_parquet(file).fetchall()
         self.assertEqual(duckdb_table, [
-            (1, datetime.date(2000, 1, 1), datetime.time(12, 34, 56), datetime.datetime(2000, 1, 1, 12, 34, 56), datetime.datetime(2000, 1, 1, 12, 34, 56)),
+            (1, datetime.date(2000, 1, 1), datetime.time(12, 34, 56), datetime.datetime(2000, 1, 1, 12, 34, 56), datetime.datetime(2000, 1, 1, 12, 34, 56, tzinfo=datetime.timezone.utc).astimezone()),
             (2, None, None, None, None)
         ])
 
diff --git a/py-tests/wrappers.py b/py-tests/wrappers.py
index 13ae83b..32d1627 100644
--- a/py-tests/wrappers.py
+++ b/py-tests/wrappers.py
@@ -1,6 +1,7 @@
 import sys, os, re, math, subprocess
-from typing import List, Tuple
-import psycopg2, psycopg2.extensions
+from typing import List, Tuple, Union
+import psycopg
+from psycopg import sql
 import pyarrow
 import pyarrow.parquet
 import polars
@@ -12,7 +13,7 @@
 pg2parquet_binary = os.getenv(env_prefix + "BIN", None)
 pg2parquet_host = os.getenv(env_prefix + "DB_HOST", "localhost")
 pg2parquet_port = os.getenv(env_prefix + "DB_PORT", "5432")
-pg2parquet_dbname = os.getenv(env_prefix + "DB_NAME", "5432")
+pg2parquet_dbname = os.getenv(env_prefix + "DB_NAME", "pg2parquet_test")
 pg2parquet_user = os.getenv(env_prefix + "DB_USER", os.getenv("PGUSER", None))
 pg2parquet_password = os.getenv(env_prefix + "DB_PASSWORD", os.getenv("PGPASSWORD", None))
 output_directory = os.getenv(env_prefix + "OUTDIR", f"/tmp/pg2parquet-test-{os.getpid()}")
@@ -21,18 +22,22 @@
 if output_directory.startswith("/tmp/"):
     atexit.register(lambda: subprocess.run(["rm", "-rf", output_directory]))
 
+if pg2parquet_binary is not None and not os.path.exists(pg2parquet_binary):
+    print(f"pg2parquet binary {pg2parquet_binary} does not exist")
+    sys.exit(1)
+
 if pg2parquet_binary is None or pg2parquet_user is None or pg2parquet_password is None:
     print("Please set the following environment variables:")
-    print(f"   {env_prefix}BIN - path to the pg2parquet binary to test")
-    print(f"   {env_prefix}DB_HOST - hostname of the database to connect to")
-    print(f"   {env_prefix}DB_PORT - port of the database to connect to")
-    print(f"   {env_prefix}DB_NAME - which database to use for testing. If the db does not exists, attempts to create it")
-    print(f"   {env_prefix}DB_USER - username to connect to the database with")
-    print(f"   {env_prefix}DB_PASSWORD - password to connect to the database with")
+    print(f"   {env_prefix}BIN{' ✅' if pg2parquet_binary else ' ❌'} - path to the pg2parquet binary to test")
+    print(f"   {env_prefix}DB_HOST{'' if pg2parquet_host == 'localhost' else ' ✅' if pg2parquet_host else ' ❌'} - hostname of the database to connect to (default: localhost)")
+    print(f"   {env_prefix}DB_PORT{'' if pg2parquet_port == '5432' else ' ✅' if pg2parquet_port else ' ❌'} - port of the database to connect to (default: 5432)")
+    print(f"   {env_prefix}DB_NAME{'' if pg2parquet_dbname == 'pg2parquet_test' else ' ✅' if pg2parquet_dbname else ' ❌'} - which database to use for testing. If the db does not exists, attempts to create it (default: pg2parquet_test)")
+    print(f"   {env_prefix}DB_USER{' ✅' if pg2parquet_user else ' ❌'} - username to connect to the database with")
+    print(f"   {env_prefix}DB_PASSWORD{' ✅' if pg2parquet_password else ' ❌'} - password to connect to the database with")
     sys.exit(1)
 
 def pg_connect(dbname = pg2parquet_dbname):
-    return psycopg2.connect(
+    return psycopg.connect(
         host=pg2parquet_host,
         port=pg2parquet_port,
         user=pg2parquet_user,
@@ -45,28 +50,33 @@ def ensure_new_db(dbname):
     try:
         conn.autocommit = True
         with conn.cursor() as cur:
-            cur.execute(f"SELECT 1 FROM pg_database WHERE datname='{dbname}'")
+            cur.execute(sql.SQL("SELECT 1 FROM pg_database WHERE datname={}").format(sql.Literal(dbname)))
             if cur.fetchone() is not None:
-                cur.execute(f"DROP DATABASE {dbname}")
-            cur.execute(f"CREATE DATABASE {dbname}")
+                cur.execute(sql.SQL("DROP DATABASE {}").format(sql.Identifier(dbname)))
+            cur.execute(sql.SQL("CREATE DATABASE {}").format(sql.Identifier(dbname)))
     finally:
         conn.close()
 
     conn = pg_connect(dbname)
     try:
-        conn.autocommit = True
-        with conn.cursor() as cur:
-            cur.execute("CREATE EXTENSION IF NOT EXISTS citext")
+
+        for ext in ["citext", "postgis", "vector"]:
+            conn.autocommit = True
+            with conn.cursor() as cur:
+                cur.execute(sql.SQL("CREATE EXTENSION IF NOT EXISTS {}").format(sql.Identifier(ext)))
     finally:
         conn.close()
 
 ensure_new_db(pg2parquet_dbname)
 
-def run_sql(*commands: str):
+def run_sql(*commands: Union[str, sql.SQL, sql.Composed]):
     with pg_connect() as conn:
         with conn.cursor() as cur:
             for command in commands:
-                cur.execute(command)
+                if isinstance(command, str):
+                    cur.execute(str_to_sql(command))
+                else:
+                    cur.execute(command)
             conn.commit()
 
 def run_pg2parquet(args: list[str]):
@@ -103,6 +113,9 @@ def run_export(name, query = None, options = []) -> pyarrow.Table:
 
     return outfile
 
+def str_to_sql(s: str) -> sql.SQL:
+    return sql.SQL(s) # type: ignore
+
 def create_and_export(name, sort_column, schema, inserts, options=[]):
     run_sql(
         f"DROP TABLE IF EXISTS {name}",