diff --git a/airbyte-lib/airbyte_lib/_processors.py b/airbyte-lib/airbyte_lib/_processors.py
index 1b51e6df8ee7..e879d22214e0 100644
--- a/airbyte-lib/airbyte_lib/_processors.py
+++ b/airbyte-lib/airbyte_lib/_processors.py
@@ -45,6 +45,7 @@
 
 
 DEFAULT_BATCH_SIZE = 10_000
+DEBUG_MODE = False  # Set to True to enable additional debug logging.
 
 
 class BatchHandle:
@@ -60,6 +61,7 @@ class RecordProcessor(abc.ABC):
 
     config_class: type[CacheConfigBase]
     skip_finalize_step: bool = False
+    _expected_streams: set[str]
 
     def __init__(
         self,
@@ -109,6 +111,7 @@ def register_source(
             incoming_source_catalog=incoming_source_catalog,
             incoming_stream_names=stream_names,
         )
+        self._expected_streams = stream_names
 
     @property
     def _streams_with_data(self) -> set[str]:
@@ -203,12 +206,18 @@ def process_airbyte_messages(
                 # Type.LOG, Type.TRACE, Type.CONTROL, etc.
                 pass
 
+        # Add empty streams to the dictionary, so we create a destination table for it
+        for stream_name in self._expected_streams:
+            if stream_name not in stream_batches:
+                if DEBUG_MODE:
+                    print(f"Stream {stream_name} has no data")
+                stream_batches[stream_name] = []
+
         # We are at the end of the stream. Process whatever else is queued.
         for stream_name, stream_batch in stream_batches.items():
-            if stream_batch:
-                record_batch = pa.Table.from_pylist(stream_batch)
-                self._process_batch(stream_name, record_batch)
-                progress.log_batch_written(stream_name, len(stream_batch))
+            record_batch = pa.Table.from_pylist(stream_batch)
+            self._process_batch(stream_name, record_batch)
+            progress.log_batch_written(stream_name, len(stream_batch))
 
         # Finalize any pending batches
         for stream_name in list(self._pending_batches.keys()):
diff --git a/airbyte-lib/examples/run_github.py b/airbyte-lib/examples/run_github.py
index 3faf22b60e19..253e1275a541 100644
--- a/airbyte-lib/examples/run_github.py
+++ b/airbyte-lib/examples/run_github.py
@@ -19,12 +19,12 @@
 source = ab.get_source("source-github")
 source.set_config(
     {
-        "repositories": ["airbytehq/quickstarts"],
+        "repositories": ["airbytehq/airbyte-lib-private-beta"],
         "credentials": {"personal_access_token": GITHUB_TOKEN},
     }
 )
 source.check()
-source.select_streams(["issues", "pull_requests", "commits", "collaborators"])
+source.select_streams(["issues", "pull_requests", "commits", "collaborators", "deployments"])
 
 result = source.read(cache=ab.new_local_cache("github"))
 print(result.processed_records)
diff --git a/airbyte-lib/poetry.lock b/airbyte-lib/poetry.lock
index b4ca0726238c..86d14143870c 100644
--- a/airbyte-lib/poetry.lock
+++ b/airbyte-lib/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
 
 [[package]]
 name = "airbyte-cdk"
@@ -53,13 +53,13 @@ pydantic = ">=1.9.2,<2.0.0"
 
 [[package]]
 name = "airbyte-source-faker"
-version = "6.0.0"
+version = "6.0.1"
 description = "Source implementation for fake but realistic looking data."
 optional = false
 python-versions = "*"
 files = [
-    {file = "airbyte-source-faker-6.0.0.tar.gz", hash = "sha256:60c68980527b66f1ffa31e4e13c406233b6d9cfcb2a6acc23ebd827cd2532181"},
-    {file = "airbyte_source_faker-6.0.0-py3-none-any.whl", hash = "sha256:d92265c5be31a8d2ac66e7ed40cbe134d62acbb63adbc05789697cf64784e5b7"},
+    {file = "airbyte-source-faker-6.0.1.tar.gz", hash = "sha256:8173a48551fbfe0eb6e9c331fec650fa490f283736aef0d58e2f14e55f8cf90a"},
+    {file = "airbyte_source_faker-6.0.1-py3-none-any.whl", hash = "sha256:622cd123589218cffe69755727addfe85873d7563002cf8d5f949586604e0d9f"},
 ]
 
 [package.dependencies]
@@ -438,50 +438,58 @@ files = [
 
 [[package]]
 name = "duckdb"
-version = "0.9.2"
-description = "DuckDB embedded database"
+version = "0.10.0"
+description = "DuckDB in-process database"
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 [[package]]
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+    {file = "rpds_py-0.18.0.tar.gz", hash = "sha256:42821446ee7a76f5d9f71f9e33a4fb2ffd724bb3e7f93386150b61a43115788d"},
 ]
 
 [[package]]
@@ -2187,18 +2206,18 @@ files = [
 
 [[package]]
 name = "setuptools"
-version = "69.0.3"
+version = "69.1.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "setuptools-69.0.3-py3-none-any.whl", hash = "sha256:385eb4edd9c9d5c17540511303e39a147ce2fc04bc55289c322b9e5904fe2c05"},
-    {file = "setuptools-69.0.3.tar.gz", hash = "sha256:be1af57fc409f93647f2e8e4573a142ed38724b8cdd389706a867bb4efcf1e78"},
+    {file = "setuptools-69.1.0-py3-none-any.whl", hash = "sha256:c054629b81b946d63a9c6e732bc8b2513a7c3ea645f11d0139a2191d735c60c6"},
+    {file = "setuptools-69.1.0.tar.gz", hash = "sha256:850894c4195f09c4ed30dba56213bf7c3f21d86ed6bdaafb5df5972593bfc401"},
 ]
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.1)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
@@ -2471,13 +2490,13 @@ files = [
 
 [[package]]
 name = "tzdata"
-version = "2023.4"
+version = "2024.1"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 files = [
-    {file = "tzdata-2023.4-py2.py3-none-any.whl", hash = "sha256:aa3ace4329eeacda5b7beb7ea08ece826c28d761cda36e747cfbf97996d39bf3"},
-    {file = "tzdata-2023.4.tar.gz", hash = "sha256:dd54c94f294765522c77399649b4fefd95522479a664a0cec87f41bebc6148c9"},
+    {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
+    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
 ]
 
 [[package]]
@@ -2665,4 +2684,4 @@ files = [
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "71b8790d6cb735dfe4349431938c1a7db17cf3578007481626d8408990eedd29"
+content-hash = "3b46151e994684f0953be1041a850ac8efcedea10632f8fa86aaaa6d20385174"
diff --git a/airbyte-lib/pyproject.toml b/airbyte-lib/pyproject.toml
index d1bdb3049c0c..8634bf4d1f3b 100644
--- a/airbyte-lib/pyproject.toml
+++ b/airbyte-lib/pyproject.toml
@@ -50,6 +50,7 @@ types-requests = "2.31.0.4"
 freezegun = "^1.4.0"
 airbyte-source-faker = "^6.0.0"
 viztracer = "^0.16.2"
+tomli = "^2.0"
 
 [build-system]
 requires = ["poetry-core"]
@@ -63,6 +64,7 @@ markers = [
 
 [tool.ruff.pylint]
 max-args = 8  # Relaxed from default of 5
+max-branches = 15 # Relaxed from default of 12
 
 [tool.ruff]
 target-version = "py39"
diff --git a/airbyte-lib/tests/integration_tests/fixtures/source-test/source_test/run.py b/airbyte-lib/tests/integration_tests/fixtures/source-test/source_test/run.py
index 213f94fd23a7..5f4ae3f1e939 100644
--- a/airbyte-lib/tests/integration_tests/fixtures/source-test/source_test/run.py
+++ b/airbyte-lib/tests/integration_tests/fixtures/source-test/source_test/run.py
@@ -35,6 +35,21 @@
                     },
                 },
             },
+            {
+                "name": "always-empty-stream",
+                "description": "This stream always emits zero records, to test handling of empty datasets.",
+                "supported_sync_modes": ["full_refresh", "incremental"],
+                "source_defined_cursor": False,
+                "json_schema": {
+                    "$schema": "http://json-schema.org/draft-07/schema#",
+                    "type": "object",
+                    "properties": {
+                        "column1": {"type": "string"},
+                        "column2": {"type": "number"},
+                        "empty_column": {"type": "string"},
+                    },
+                },
+            },
         ]
     },
 }
diff --git a/airbyte-lib/tests/integration_tests/test_source_test_fixture.py b/airbyte-lib/tests/integration_tests/test_source_test_fixture.py
index dadc7b12da72..5e3a05e683a9 100644
--- a/airbyte-lib/tests/integration_tests/test_source_test_fixture.py
+++ b/airbyte-lib/tests/integration_tests/test_source_test_fixture.py
@@ -55,6 +55,7 @@ def expected_test_stream_data() -> dict[str, list[dict[str, str | int]]]:
         "stream2": [
             {"column1": "value1", "column2": 1, "empty_column": None},
         ],
+        "always-empty-stream": [],
     }
 
 def test_registry_get():
@@ -195,16 +196,20 @@ def test_file_write_and_cleanup() -> None:
         _ = source.read(cache_wo_cleanup)
 
         assert len(list(Path(temp_dir_1).glob("*.parquet"))) == 0, "Expected files to be cleaned up"
-        assert len(list(Path(temp_dir_2).glob("*.parquet"))) == 2, "Expected files to exist"
+        assert len(list(Path(temp_dir_2).glob("*.parquet"))) == 3, "Expected files to exist"
 
 
 def assert_cache_data(expected_test_stream_data: dict[str, list[dict[str, str | int]]], cache: SQLCacheBase, streams: list[str] = None):
     for stream_name in streams or expected_test_stream_data.keys():
-        pd.testing.assert_frame_equal(
-            cache[stream_name].to_pandas(),
-            pd.DataFrame(expected_test_stream_data[stream_name]),
-            check_dtype=False,
-        )
+        if len(cache[stream_name]) > 0:
+            pd.testing.assert_frame_equal(
+                cache[stream_name].to_pandas(),
+                pd.DataFrame(expected_test_stream_data[stream_name]),
+                check_dtype=False,
+            )
+        else:
+            # stream is empty
+            assert len(expected_test_stream_data[stream_name]) == 0
 
     # validate that the cache doesn't contain any other streams
     if streams:
@@ -227,12 +232,13 @@ def test_read_result_mapping():
     source = ab.get_source("source-test", config={"apiKey": "test"})
     source.select_all_streams()
     result: ReadResult = source.read(ab.new_local_cache())
-    assert len(result) == 2
+    assert len(result) == 3
     assert isinstance(result, Mapping)
     assert "stream1" in result
     assert "stream2" in result
+    assert "always-empty-stream" in result
     assert "stream3" not in result
-    assert result.keys() == {"stream1", "stream2"}
+    assert result.keys() == {"stream1", "stream2", "always-empty-stream"}
 
 
 def test_dataset_list_and_len(expected_test_stream_data):
@@ -251,8 +257,9 @@ def test_dataset_list_and_len(expected_test_stream_data):
     assert isinstance(result, Mapping)
     assert "stream1" in result
     assert "stream2" in result
+    assert "always-empty-stream" in result
     assert "stream3" not in result
-    assert result.keys() == {"stream1", "stream2"}
+    assert result.keys() == {"stream1", "stream2", "always-empty-stream"}
 
 
 def test_read_from_cache(expected_test_stream_data: dict[str, list[dict[str, str | int]]]):
@@ -330,11 +337,17 @@ def test_merge_streams_in_cache(expected_test_stream_data: dict[str, list[dict[s
     source.select_streams(["stream2"])
     result = source.read(second_cache)
 
+    third_cache = ab.new_local_cache(cache_name)
+    source.select_streams(["always-empty-stream"])
+    result = source.read(third_cache)
+
     # Assert that the read result only contains stream2
     with pytest.raises(KeyError):
         result["stream1"]
+    with pytest.raises(KeyError):
+        result["stream2"]
 
-    assert_cache_data(expected_test_stream_data, second_cache)
+    assert_cache_data(expected_test_stream_data, third_cache)
 
 
 def test_read_result_as_list(expected_test_stream_data: dict[str, list[dict[str, str | int]]]):
@@ -346,8 +359,10 @@ def test_read_result_as_list(expected_test_stream_data: dict[str, list[dict[str,
     result: ReadResult = source.read(cache)
     stream_1_list = list(result["stream1"])
     stream_2_list = list(result["stream2"])
+    always_empty_stream_list = list(result["always-empty-stream"])
     assert stream_1_list == expected_test_stream_data["stream1"]
     assert stream_2_list == expected_test_stream_data["stream2"]
+    assert always_empty_stream_list == expected_test_stream_data["always-empty-stream"]
 
 
 def test_get_records_result_as_list(expected_test_stream_data: dict[str, list[dict[str, str | int]]]):
@@ -356,8 +371,10 @@ def test_get_records_result_as_list(expected_test_stream_data: dict[str, list[di
 
     stream_1_list = list(source.get_records("stream1"))
     stream_2_list = list(source.get_records("stream2"))
+    always_empty_stream_list = list(source.get_records("always-empty-stream"))
     assert stream_1_list == expected_test_stream_data["stream1"]
     assert stream_2_list == expected_test_stream_data["stream2"]
+    assert always_empty_stream_list == expected_test_stream_data["always-empty-stream"]
 
 
 
@@ -380,11 +397,15 @@ def test_sync_with_merge_to_duckdb(expected_test_stream_data: dict[str, list[dic
 
     assert result.processed_records == 3
     for stream_name, expected_data in expected_test_stream_data.items():
-        pd.testing.assert_frame_equal(
-            result[stream_name].to_pandas(),
-            pd.DataFrame(expected_data),
-            check_dtype=False,
-        )
+        if len(cache[stream_name]) > 0:
+            pd.testing.assert_frame_equal(
+                result[stream_name].to_pandas(),
+                pd.DataFrame(expected_data),
+                check_dtype=False,
+            )
+        else:
+            # stream is empty
+            assert len(expected_test_stream_data[stream_name]) == 0
 
 
 def test_cached_dataset(
@@ -564,11 +585,15 @@ def test_sync_with_merge_to_postgres(new_pg_cache_config: PostgresCacheConfig, e
 
     assert result.processed_records == 3
     for stream_name, expected_data in expected_test_stream_data.items():
-        pd.testing.assert_frame_equal(
-            result[stream_name].to_pandas(),
-            pd.DataFrame(expected_data),
-            check_dtype=False,
-        )
+        if len(cache[stream_name]) > 0:
+            pd.testing.assert_frame_equal(
+                result[stream_name].to_pandas(),
+                pd.DataFrame(expected_data),
+                check_dtype=False,
+            )
+        else:
+            # stream is empty
+            assert len(expected_test_stream_data[stream_name]) == 0
 
 
 def test_airbyte_lib_version() -> None:
@@ -682,11 +707,15 @@ def test_sync_to_postgres(new_pg_cache_config: PostgresCacheConfig, expected_tes
 
     assert result.processed_records == 3
     for stream_name, expected_data in expected_test_stream_data.items():
-        pd.testing.assert_frame_equal(
-            result[stream_name].to_pandas(),
-            pd.DataFrame(expected_data),
-            check_dtype=False,
-        )
+        if len(cache[stream_name]) > 0:
+            pd.testing.assert_frame_equal(
+                result[stream_name].to_pandas(),
+                pd.DataFrame(expected_data),
+                check_dtype=False,
+            )
+        else:
+            # stream is empty
+            assert len(expected_test_stream_data[stream_name]) == 0
 
 @pytest.mark.slow
 @pytest.mark.requires_creds
@@ -700,11 +729,15 @@ def test_sync_to_snowflake(snowflake_config: SnowflakeCacheConfig, expected_test
 
     assert result.processed_records == 3
     for stream_name, expected_data in expected_test_stream_data.items():
-        pd.testing.assert_frame_equal(
-            result[stream_name].to_pandas(),
-            pd.DataFrame(expected_data),
-            check_dtype=False,
-        )
+        if len(cache[stream_name]) > 0:
+            pd.testing.assert_frame_equal(
+                result[stream_name].to_pandas(),
+                pd.DataFrame(expected_data),
+                check_dtype=False,
+            )
+        else:
+            # stream is empty
+            assert len(expected_test_stream_data[stream_name]) == 0
 
 
 def test_sync_limited_streams(expected_test_stream_data):