From 19335d683b6ac704d58ca0603c3101dd6e1c81e0 Mon Sep 17 00:00:00 2001
From: Tope Folorunso <66448986+topefolorunso@users.noreply.github.com>
Date: Wed, 11 Sep 2024 20:43:00 +0100
Subject: [PATCH] [source-us-census] fix empty fields after sync (#45331)

Co-authored-by: Octavia Squidington III <octavia-squidington-iii@users.noreply.github.com>
---
 .../connectors/source-us-census/metadata.yaml |   2 +-
 .../connectors/source-us-census/poetry.lock   | 649 ++++++++++++------
 .../source-us-census/pyproject.toml           |   2 +-
 .../source_us_census/components.py            |  51 +-
 .../source_us_census/manifest.yaml            |  16 +-
 .../unit_tests/test_components.py             |  89 +++
 docs/integrations/sources/us-census.md        |   1 +
 7 files changed, 595 insertions(+), 215 deletions(-)
 create mode 100644 airbyte-integrations/connectors/source-us-census/unit_tests/test_components.py

diff --git a/airbyte-integrations/connectors/source-us-census/metadata.yaml b/airbyte-integrations/connectors/source-us-census/metadata.yaml
index 72c6178158cd..8c51ed1b3cf9 100644
--- a/airbyte-integrations/connectors/source-us-census/metadata.yaml
+++ b/airbyte-integrations/connectors/source-us-census/metadata.yaml
@@ -2,7 +2,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: c4cfaeda-c757-489a-8aba-859fb08b6970
-  dockerImageTag: 0.2.0
+  dockerImageTag: 0.2.1
   dockerRepository: airbyte/source-us-census
   githubIssueLabel: source-us-census
   icon: uscensus.svg
diff --git a/airbyte-integrations/connectors/source-us-census/poetry.lock b/airbyte-integrations/connectors/source-us-census/poetry.lock
index 0b049fd085e9..e22b73f70a95 100644
--- a/airbyte-integrations/connectors/source-us-census/poetry.lock
+++ b/airbyte-integrations/connectors/source-us-census/poetry.lock
@@ -1,14 +1,14 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "airbyte-cdk"
-version = "4.3.2"
+version = "4.6.2"
 description = "A framework for writing Airbyte Connectors."
 optional = false
 python-versions = "<4.0,>=3.10"
 files = [
-    {file = "airbyte_cdk-4.3.2-py3-none-any.whl", hash = "sha256:1dd92de77e2212b13ed6f1e9c4b2559baa905eff6db5bf14b0fbaf1149e60e4c"},
-    {file = "airbyte_cdk-4.3.2.tar.gz", hash = "sha256:89db68167e214e5b55d5ef5f821f017ee64bf859f44c60bc0169071fa376e9af"},
+    {file = "airbyte_cdk-4.6.2-py3-none-any.whl", hash = "sha256:3a37bd96c4b4f874b15fc18839b1e163eb30d1e4ef80d7dde2854e6a48efe934"},
+    {file = "airbyte_cdk-4.6.2.tar.gz", hash = "sha256:c034f11ba6abe73dd7346ce2bc7017ff71ef0db1fd1ae86fb86beaeae35d8baf"},
 ]
 
 [package.dependencies]
@@ -24,6 +24,8 @@ Jinja2 = ">=3.1.2,<3.2.0"
 jsonref = ">=0.2,<0.3"
 jsonschema = ">=3.2.0,<3.3.0"
 langchain_core = "0.1.42"
+nltk = "3.8.1"
+orjson = ">=3.10.7,<4.0.0"
 pendulum = "<3.0.0"
 pydantic = ">=2.7,<3.0"
 pyjwt = ">=2.8.0,<3.0.0"
@@ -36,7 +38,7 @@ requests_cache = "*"
 wcmatch = "8.4"
 
 [package.extras]
-file-based = ["avro (>=1.11.2,<1.12.0)", "fastavro (>=1.8.0,<1.9.0)", "markdown", "pdf2image (==1.16.3)", "pdfminer.six (==20221105)", "pyarrow (>=15.0.0,<15.1.0)", "pytesseract (==0.3.10)", "unstructured.pytesseract (>=0.3.12)", "unstructured[docx,pptx] (==0.10.27)"]
+file-based = ["avro (>=1.11.2,<1.12.0)", "fastavro (>=1.8.0,<1.9.0)", "markdown", "pandas (==2.2.0)", "pdf2image (==1.16.3)", "pdfminer.six (==20221105)", "pyarrow (>=15.0.0,<15.1.0)", "pytesseract (==0.3.10)", "python-calamine (==0.2.3)", "unstructured.pytesseract (>=0.3.12)", "unstructured[docx,pptx] (==0.10.27)"]
 sphinx-docs = ["Sphinx (>=4.2,<4.3)", "sphinx-rtd-theme (>=1.0,<1.1)"]
 vector-db-based = ["cohere (==4.21)", "langchain (==0.1.16)", "openai[embeddings] (==0.27.9)", "tiktoken (==0.4.0)"]
 
@@ -65,6 +67,28 @@ files = [
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
 ]
 
+[[package]]
+name = "anyio"
+version = "4.4.0"
+description = "High level compatibility layer for multiple asynchronous event loop implementations"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "anyio-4.4.0-py3-none-any.whl", hash = "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"},
+    {file = "anyio-4.4.0.tar.gz", hash = "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94"},
+]
+
+[package.dependencies]
+exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
+idna = ">=2.8"
+sniffio = ">=1.1"
+typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
+
+[package.extras]
+doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+trio = ["trio (>=0.23)"]
+
 [[package]]
 name = "attrs"
 version = "24.2.0"
@@ -108,24 +132,24 @@ files = [
 
 [[package]]
 name = "cachetools"
-version = "5.4.0"
+version = "5.5.0"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "cachetools-5.4.0-py3-none-any.whl", hash = "sha256:3ae3b49a3d5e28a77a0be2b37dbcb89005058959cb2323858c2657c4a8cab474"},
-    {file = "cachetools-5.4.0.tar.gz", hash = "sha256:b8adc2e7c07f105ced7bc56dbb6dfbe7c4a00acce20e2227b3f355be89bc6827"},
+    {file = "cachetools-5.5.0-py3-none-any.whl", hash = "sha256:02134e8439cdc2ffb62023ce1debca2944c3f289d66bb17ead3ab3dede74b292"},
+    {file = "cachetools-5.5.0.tar.gz", hash = "sha256:2cc24fb4cbe39633fb7badd9db9ca6295d766d9c2995f245725a46715d050f2a"},
 ]
 
 [[package]]
 name = "cattrs"
-version = "23.2.3"
+version = "24.1.0"
 description = "Composable complex class support for attrs and dataclasses."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "cattrs-23.2.3-py3-none-any.whl", hash = "sha256:0341994d94971052e9ee70662542699a3162ea1e0c62f7ce1b4a57f563685108"},
-    {file = "cattrs-23.2.3.tar.gz", hash = "sha256:a934090d95abaa9e911dac357e3a8699e0b4b14f8529bcc7d2b1ad9d51672b9f"},
+    {file = "cattrs-24.1.0-py3-none-any.whl", hash = "sha256:043bb8af72596432a7df63abcff0055ac0f198a4d2e95af8db5a936a7074a761"},
+    {file = "cattrs-24.1.0.tar.gz", hash = "sha256:8274f18b253bf7674a43da851e3096370d67088165d23138b04a1c04c8eaf48e"},
 ]
 
 [package.dependencies]
@@ -137,6 +161,7 @@ typing-extensions = {version = ">=4.1.0,<4.6.3 || >4.6.3", markers = "python_ver
 bson = ["pymongo (>=4.4.0)"]
 cbor2 = ["cbor2 (>=5.4.6)"]
 msgpack = ["msgpack (>=1.0.5)"]
+msgspec = ["msgspec (>=0.18.5)"]
 orjson = ["orjson (>=3.9.2)"]
 pyyaml = ["pyyaml (>=6.0)"]
 tomlkit = ["tomlkit (>=0.11.8)"]
@@ -144,89 +169,89 @@ ujson = ["ujson (>=5.7.0)"]
 
 [[package]]
 name = "certifi"
-version = "2024.7.4"
+version = "2024.8.30"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
-    {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
+    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
+    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
 ]
 
 [[package]]
 name = "cffi"
-version = "1.17.0"
+version = "1.17.1"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
 files = [
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+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
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 name = "colorama"
 version = "0.4.6"
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+http2 = ["h2 (>=3,<5)"]
+socks = ["socksio (==1.*)"]
+trio = ["trio (>=0.22.0,<0.26.0)"]
+
+[[package]]
+name = "httpx"
+version = "0.27.2"
+description = "The next generation HTTP client."
+optional = false
+python-versions = ">=3.8"
+files = [
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+[package.dependencies]
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+certifi = "*"
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+idna = "*"
+sniffio = "*"
+
+[package.extras]
+brotli = ["brotli", "brotlicffi"]
+cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
+http2 = ["h2 (>=3,<5)"]
+socks = ["socksio (==1.*)"]
+zstd = ["zstandard (>=0.18.0)"]
+
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+version = "3.8"
 description = "Internationalized Domain Names in Applications (IDNA)"
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-python-versions = ">=3.5"
+python-versions = ">=3.6"
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@@ -501,6 +597,17 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
+name = "joblib"
+version = "1.4.2"
+description = "Lightweight pipelining with Python functions"
+optional = false
+python-versions = ">=3.8"
+files = [
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+
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 version = "1.33"
@@ -582,16 +689,17 @@ extended-testing = ["jinja2 (>=3,<4)"]
 
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-version = "0.1.98"
+version = "0.1.116"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
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 python-versions = "<4.0,>=3.8.1"
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+description = "Natural Language Toolkit"
+optional = false
+python-versions = ">=3.7"
+files = [
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+
+[package.dependencies]
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+regex = ">=2021.8.3"
+tqdm = "*"
+
+[package.extras]
+all = ["matplotlib", "numpy", "pyparsing", "python-crfsuite", "requests", "scikit-learn", "scipy", "twython"]
+corenlp = ["requests"]
+machine-learning = ["numpy", "python-crfsuite", "scikit-learn", "scipy"]
+plot = ["matplotlib"]
+tgrep = ["pyparsing"]
+twitter = ["twython"]
+
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 version = "3.10.7"
@@ -781,19 +914,19 @@ pytzdata = ">=2020.1"
 
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 name = "pluggy"
@@ -823,18 +956,18 @@ files = [
 
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@@ -842,103 +975,104 @@ typing-extensions = [
 
 [package.extras]
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+timezone = ["tzdata"]
 
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+    {file = "regex-2024.7.24-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:84c312cdf839e8b579f504afcd7b65f35d60b6285d892b19adea16355e8343c9"},
+    {file = "regex-2024.7.24-cp39-cp39-win32.whl", hash = "sha256:ca5b2028c2f7af4e13fb9fc29b28d0ce767c38c7facdf64f6c2cd040413055f1"},
+    {file = "regex-2024.7.24-cp39-cp39-win_amd64.whl", hash = "sha256:7c479f5ae937ec9985ecaf42e2e10631551d909f203e31308c12d703922742f9"},
+    {file = "regex-2024.7.24.tar.gz", hash = "sha256:9cfd009eed1a46b27c14039ad5bbc5e71b6367c5b2e6d5f5da0ea91600817506"},
+]
+
 [[package]]
 name = "requests"
 version = "2.32.3"
@@ -1224,19 +1446,23 @@ fixture = ["fixtures"]
 
 [[package]]
 name = "setuptools"
-version = "72.1.0"
+version = "74.1.2"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "setuptools-72.1.0-py3-none-any.whl", hash = "sha256:5a03e1860cf56bb6ef48ce186b0e557fdba433237481a9a625176c2831be15d1"},
-    {file = "setuptools-72.1.0.tar.gz", hash = "sha256:8d243eff56d095e5817f796ede6ae32941278f542e0f941867cc05ae52b162ec"},
+    {file = "setuptools-74.1.2-py3-none-any.whl", hash = "sha256:5f4c08aa4d3ebcb57a50c33b1b07e94315d7fc7230f7115e47fc99776c8ce308"},
+    {file = "setuptools-74.1.2.tar.gz", hash = "sha256:95b40ed940a1c67eb70fc099094bd6e99c6ee7c23aa2306f4d2697ba7916f9c6"},
 ]
 
 [package.extras]
-core = ["importlib-metadata (>=6)", "importlib-resources (>=5.10.2)", "jaraco.text (>=3.7)", "more-itertools (>=8.8)", "ordered-set (>=3.1.1)", "packaging (>=24)", "platformdirs (>=2.6.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "mypy (==1.11.*)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (<0.4)", "pytest-ruff (>=0.2.1)", "pytest-ruff (>=0.3.2)", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)", "ruff (>=0.5.2)"]
+core = ["importlib-metadata (>=6)", "importlib-resources (>=5.10.2)", "jaraco.text (>=3.7)", "more-itertools (>=8.8)", "packaging (>=24)", "platformdirs (>=2.6.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
+type = ["importlib-metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.11.*)", "pytest-mypy"]
 
 [[package]]
 name = "six"
@@ -1249,6 +1475,17 @@ files = [
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
 ]
 
+[[package]]
+name = "sniffio"
+version = "1.3.1"
+description = "Sniff out which async library your code is running under"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
+    {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
+]
+
 [[package]]
 name = "tenacity"
 version = "8.5.0"
@@ -1275,6 +1512,26 @@ files = [
     {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
 ]
 
+[[package]]
+name = "tqdm"
+version = "4.66.5"
+description = "Fast, Extensible Progress Meter"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tqdm-4.66.5-py3-none-any.whl", hash = "sha256:90279a3770753eafc9194a0364852159802111925aa30eb3f9d85b0e805ac7cd"},
+    {file = "tqdm-4.66.5.tar.gz", hash = "sha256:e1020aef2e5096702d8a025ac7d16b1577279c9d63f8375b63083e9a5f0fcbad"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
+notebook = ["ipywidgets (>=6)"]
+slack = ["slack-sdk"]
+telegram = ["requests"]
+
 [[package]]
 name = "typing-extensions"
 version = "4.12.2"
diff --git a/airbyte-integrations/connectors/source-us-census/pyproject.toml b/airbyte-integrations/connectors/source-us-census/pyproject.toml
index 07d7edcfb7ec..d8d958c5375e 100644
--- a/airbyte-integrations/connectors/source-us-census/pyproject.toml
+++ b/airbyte-integrations/connectors/source-us-census/pyproject.toml
@@ -3,7 +3,7 @@ requires = [ "poetry-core>=1.0.0",]
 build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
-version = "0.2.0"
+version = "0.2.1"
 name = "source-us-census"
 description = "Source implementation for Us Census."
 authors = [ "Airbyte <contact@airbyte.io>",]
diff --git a/airbyte-integrations/connectors/source-us-census/source_us_census/components.py b/airbyte-integrations/connectors/source-us-census/source_us_census/components.py
index 1436964f81ee..431d0794f7ad 100644
--- a/airbyte-integrations/connectors/source-us-census/source_us_census/components.py
+++ b/airbyte-integrations/connectors/source-us-census/source_us_census/components.py
@@ -3,20 +3,23 @@
 #
 
 
-from typing import List, Optional, Union
+from dataclasses import dataclass
+from typing import Any, List, Mapping, Optional, Union
 
 import requests
 from airbyte_cdk.models import FailureType
 from airbyte_cdk.sources.declarative.extractors.record_extractor import RecordExtractor
 from airbyte_cdk.sources.declarative.requesters.error_handlers import DefaultErrorHandler
 from airbyte_cdk.sources.declarative.requesters.error_handlers.default_http_response_filter import DefaultHttpResponseFilter
+from airbyte_cdk.sources.declarative.schema.schema_loader import SchemaLoader
 from airbyte_cdk.sources.declarative.types import Record
 from airbyte_cdk.sources.streams.http.error_handlers.response_models import (
-    DEFAULT_ERROR_RESOLUTION,
     SUCCESS_RESOLUTION,
     ErrorResolution,
     ResponseAction,
+    create_fallback_error_resolution,
 )
+from airbyte_cdk.sources.types import Config
 
 
 class USCensusRecordExtractor(RecordExtractor):
@@ -132,4 +135,46 @@ def interpret_response(self, response_or_exception: Optional[Union[requests.Resp
         default_reponse_filter = DefaultHttpResponseFilter(parameters={}, config=self.config)
         default_response_filter_resolution = default_reponse_filter.matches(response_or_exception)
 
-        return default_response_filter_resolution if default_response_filter_resolution else DEFAULT_ERROR_RESOLUTION
+        return (
+            default_response_filter_resolution
+            if default_response_filter_resolution
+            else create_fallback_error_resolution(response_or_exception)
+        )
+
+
+@dataclass
+class USCensusSchema(SchemaLoader):
+    """
+    The US Census website hosts many APIs: https://www.census.gov/data/developers/data-sets.html
+
+    These APIs return data in a non standard format.
+    We create the JSON schemas dynamically by reading the first "row" of data we get.
+
+    In this implementation all records are of type "string", but this function could
+    be changed to try and infer the data type based on the values it finds.
+    """
+
+    config: Config
+
+    def get_json_schema(self) -> Mapping[str, Any]:
+        query_params = self.config.get("query_params")
+        if query_params:
+            parts = query_params.split("&")
+            parameters = []
+            for part in parts:
+                key, value = part.split("=", 1)
+                if key == "get":
+                    parameters += value.split(",")
+                elif key == "for":
+                    parameters.append(value.split(":")[0])
+                else:
+                    parameters.append(key)
+            json_schema = {k: {"type": "string"} for k in parameters}
+        else:
+            json_schema = {"{  @context: https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld": {"type": "string"}}
+        return {
+            "$schema": "http://json-schema.org/draft-07/schema#",
+            "additionalProperties": True,
+            "type": "object",
+            "properties": json_schema,
+        }
diff --git a/airbyte-integrations/connectors/source-us-census/source_us_census/manifest.yaml b/airbyte-integrations/connectors/source-us-census/source_us_census/manifest.yaml
index 076ad71d4d6e..f0ef29431c72 100644
--- a/airbyte-integrations/connectors/source-us-census/source_us_census/manifest.yaml
+++ b/airbyte-integrations/connectors/source-us-census/source_us_census/manifest.yaml
@@ -24,9 +24,8 @@ definitions:
             type: CustomRecordExtractor
             class_name: source_us_census.components.USCensusRecordExtractor
       schema_loader:
-        type: InlineSchemaLoader
-        schema:
-          $ref: "#/schemas/us_census_stream"
+        type: CustomSchemaLoader
+        class_name: "source_us_census.components.USCensusSchema"
   base_requester:
     type: HttpRequester
     url_base: https://api.census.gov/
@@ -84,14 +83,3 @@ spec:
         order: 2
         airbyte_secret: true
     additionalProperties: true
-
-metadata:
-  autoImportSchema:
-    us_census_stream: true
-
-schemas:
-  us_census_stream:
-    type: object
-    $schema: http://json-schema.org/draft-07/schema#
-    additionalProperties: true
-    properties: {}
diff --git a/airbyte-integrations/connectors/source-us-census/unit_tests/test_components.py b/airbyte-integrations/connectors/source-us-census/unit_tests/test_components.py
new file mode 100644
index 000000000000..ed5db9a9d939
--- /dev/null
+++ b/airbyte-integrations/connectors/source-us-census/unit_tests/test_components.py
@@ -0,0 +1,89 @@
+# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
+
+from dataclasses import dataclass
+from typing import Any, Mapping
+from unittest.mock import Mock
+
+import pytest
+from source_us_census.components import USCensusSchema
+
+
+@dataclass
+class MockConfig:
+    query_params: str = None
+
+    def get(self, key):
+        if key == "query_params":
+            return self.query_params
+
+
+@pytest.fixture
+def census_schema():
+    def _create_schema(query_params=None):
+        config = MockConfig(query_params=query_params)
+        return USCensusSchema(config=config)
+    return _create_schema
+
+
+def test_get_json_schema_basic_case(census_schema):
+    schema_instance = census_schema(query_params="get=NAME,POP&for=state:*")
+    schema = schema_instance.get_json_schema()
+
+    expected_properties = {
+        "NAME": {"type": "string"},
+        "POP": {"type": "string"},
+        "state": {"type": "string"}
+    }
+
+    assert schema["properties"] == expected_properties
+    assert schema["$schema"] == "http://json-schema.org/draft-07/schema#"
+    assert schema["type"] == "object"
+    assert schema["additionalProperties"] is True
+
+
+def test_get_json_schema_with_get_param(census_schema):
+    schema_instance = census_schema(query_params="get=NAME,AGE,EMPLOYMENT")
+    schema = schema_instance.get_json_schema()
+
+    expected_properties = {
+        "NAME": {"type": "string"},
+        "AGE": {"type": "string"},
+        "EMPLOYMENT": {"type": "string"}
+    }
+
+    assert schema["properties"] == expected_properties
+
+
+def test_get_json_schema_with_for_param(census_schema):
+    schema_instance = census_schema(query_params="for=county:1234")
+    schema = schema_instance.get_json_schema()
+
+    expected_properties = {
+        "county": {"type": "string"}
+    }
+
+    assert schema["properties"] == expected_properties
+
+
+def test_get_json_schema_with_additional_params(census_schema):
+    schema_instance = census_schema(query_params="get=NAME&year=2020&for=us:*")
+    schema = schema_instance.get_json_schema()
+
+    expected_properties = {
+        "NAME": {"type": "string"},
+        "year": {"type": "string"},
+        "us": {"type": "string"}
+    }
+
+    assert schema["properties"] == expected_properties
+
+
+def test_get_json_schema_no_query_params(census_schema):
+    schema_instance = census_schema(query_params=None)
+    schema = schema_instance.get_json_schema()
+
+    expected_properties = {
+        "{  @context: https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld": {"type": "string"}
+    }
+
+    assert schema["properties"] == expected_properties
diff --git a/docs/integrations/sources/us-census.md b/docs/integrations/sources/us-census.md
index 48591a026187..708e97e84622 100644
--- a/docs/integrations/sources/us-census.md
+++ b/docs/integrations/sources/us-census.md
@@ -45,6 +45,7 @@ In addition, to understand how to configure the dataset path and query parameter
 
 | Version | Date       | Pull Request                                             | Subject                                           |
 | :------ | :--------- | :------------------------------------------------------- | :------------------------------------------------ |
+| 0.2.1 | 2024-09-07 | [45331](https://github.com/airbytehq/airbyte/pull/45331) | Fix schema |
 | 0.2.0 | 2024-08-10 | [43521](https://github.com/airbytehq/airbyte/pull/43521) | Migrate to Low Code |
 | 0.1.16 | 2024-08-10 | [43566](https://github.com/airbytehq/airbyte/pull/43566) | Update dependencies |
 | 0.1.15 | 2024-08-03 | [43214](https://github.com/airbytehq/airbyte/pull/43214) | Update dependencies |