From dc4896fa0e211c797166f3f48358b1203df6147a Mon Sep 17 00:00:00 2001
From: SanjeevLakhwani <lakhwani.sanjeev691@gmail.com>
Date: Thu, 24 Oct 2024 13:01:08 -0400
Subject: [PATCH 1/5] implemented ingestion

---
 poetry.lock                                   | 3060 ++++++++++-------
 pyproject.toml                                |    1 +
 .../routers/ingest.py                         |   79 +-
 3 files changed, 1795 insertions(+), 1345 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 2ea6d4c..1ab9b69 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
 
 [[package]]
 name = "aiofiles"
@@ -13,98 +13,113 @@ files = [
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.3.4"
+version = "2.4.3"
 description = "Happy Eyeballs for asyncio"
 optional = false
-python-versions = "<4.0,>=3.8"
+python-versions = ">=3.8"
 files = [
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-    {file = "aiohappyeyeballs-2.3.4.tar.gz", hash = "sha256:7e1ae8399c320a8adec76f6c919ed5ceae6edd4c3672f4d9eae2b27e37c80ff6"},
+    {file = "aiohappyeyeballs-2.4.3-py3-none-any.whl", hash = "sha256:8a7a83727b2756f394ab2895ea0765a0a8c475e3c71e98d43d76f22b4b435572"},
+    {file = "aiohappyeyeballs-2.4.3.tar.gz", hash = "sha256:75cf88a15106a5002a8eb1dab212525c00d1f4c0fa96e551c9fbe6f09a621586"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.10.0"
+version = "3.10.10"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -114,7 +129,7 @@ async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
-yarl = ">=1.0,<2.0"
+yarl = ">=1.12.0,<2.0"
 
 [package.extras]
 speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
@@ -160,13 +175,13 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.4.0"
+version = "4.6.2.post1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -176,9 +191,9 @@ 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)"]
+doc = ["Sphinx (>=7.4,<8.0)", "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", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"]
+trio = ["trio (>=0.26.1)"]
 
 [[package]]
 name = "async-timeout"
@@ -250,38 +265,38 @@ test = ["flake8 (>=6.1,<7.0)", "uvloop (>=0.15.3)"]
 
 [[package]]
 name = "attrs"
-version = "23.2.0"
+version = "24.2.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.extras]
-cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[tests]", "pre-commit"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
-tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
-tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "bento-lib"
-version = "11.11.2"
+version = "11.12.0"
 description = "A set of common utilities and helpers for Bento platform services."
 optional = false
 python-versions = "<4.0,>=3.10"
 files = [
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+    {file = "bento_lib-11.12.0.tar.gz", hash = "sha256:fc44433625f94057cd08a9bbf4e8b4adc6a9ce6ad9d504811b84e6e9fe73e5ed"},
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 [package.dependencies]
 aiofiles = ">=23.2.1,<25"
 aiohttp = ">=3.9.4,<4"
-fastapi = {version = ">=0.104,<0.112", optional = true, markers = "extra == \"fastapi\""}
+fastapi = {version = ">=0.104,<0.113", optional = true, markers = "extra == \"fastapi\""}
 jsonschema = ">=4.20.0,<5"
 psycopg2-binary = ">=2.9.9,<3.0"
 pydantic = ">=2.5.2,<3"
@@ -293,38 +308,38 @@ werkzeug = ">=2.2.3,<4"
 [package.extras]
 asyncpg = ["asyncpg (>=0.29.0,<0.30.0)"]
 django = ["django (>=4.2.7,<5.1)", "djangorestframework (>=3.14.0,<3.16)"]
-fastapi = ["fastapi (>=0.104,<0.112)"]
+fastapi = ["fastapi (>=0.104,<0.113)"]
 flask = ["flask (>=2.2.5,<4)"]
 
 [[package]]
 name = "black"
-version = "24.8.0"
+version = "24.10.0"
 description = "The uncompromising code formatter."
 optional = false
-python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -338,30 +353,30 @@ typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
-d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"]
+d = ["aiohttp (>=3.10)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "cachetools"
-version = "5.4.0"
+version = "5.5.0"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[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 = [
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 ]
 
 [[package]]
@@ -377,101 +392,116 @@ files = [
 
 [[package]]
 name = "charset-normalizer"
-version = "3.3.2"
+version = "3.4.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 [[package]]
@@ -501,63 +531,73 @@ files = [
 
 [[package]]
 name = "coverage"
-version = "7.6.0"
+version = "7.6.4"
 description = "Code coverage measurement for Python"
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 ]
 
 [[package]]
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 ]
 
 [[package]]
 name = "dnspython"
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 description = "DNS toolkit"
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 [package.extras]
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-dnssec = ["cryptography (>=41)"]
+dev = ["black (>=23.1.0)", "coverage (>=7.0)", "flake8 (>=7)", "hypercorn (>=0.16.0)", "mypy (>=1.8)", "pylint (>=3)", "pytest (>=7.4)", "pytest-cov (>=4.1.0)", "quart-trio (>=0.11.0)", "sphinx (>=7.2.0)", "sphinx-rtd-theme (>=2.0.0)", "twine (>=4.0.0)", "wheel (>=0.42.0)"]
+dnssec = ["cryptography (>=43)"]
 doh = ["h2 (>=4.1.0)", "httpcore (>=1.0.0)", "httpx (>=0.26.0)"]
-doq = ["aioquic (>=0.9.25)"]
-idna = ["idna (>=3.6)"]
+doq = ["aioquic (>=1.0.0)"]
+idna = ["idna (>=3.7)"]
 trio = ["trio (>=0.23)"]
 wmi = ["wmi (>=1.5.1)"]
 
@@ -706,121 +750,137 @@ all = ["email_validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)"
 
 [[package]]
 name = "fastapi-cli"
-version = "0.0.4"
+version = "0.0.5"
 description = "Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 typer = ">=0.12.3"
+uvicorn = {version = ">=0.15.0", extras = ["standard"]}
 
 [package.extras]
-standard = ["fastapi", "uvicorn[standard] (>=0.15.0)"]
+standard = ["uvicorn[standard] (>=0.15.0)"]
 
 [[package]]
 name = "filelock"
-version = "3.15.4"
+version = "3.16.1"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -853,65 +913,72 @@ h11 = ">=0.13,<0.15"
 asyncio = ["anyio (>=4.0,<5.0)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
-trio = ["trio (>=0.22.0,<0.26.0)"]
+trio = ["trio (>=0.22.0,<1.0)"]
 
 [[package]]
 name = "httptools"
-version = "0.6.1"
+version = "0.6.4"
 description = "A collection of framework independent HTTP protocol utils."
 optional = false
 python-versions = ">=3.8.0"
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 ]
 
 [package.extras]
-test = ["Cython (>=0.29.24,<0.30.0)"]
+test = ["Cython (>=0.29.24)"]
 
 [[package]]
 name = "httpx"
-version = "0.27.0"
+version = "0.27.2"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -926,18 +993,22 @@ brotli = ["brotli", "brotlicffi"]
 cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
+zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "idna"
-version = "3.7"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 files = [
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+[package.extras]
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+
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -1000,13 +1071,13 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 
 [[package]]
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-version = "2023.12.1"
+version = "2024.10.1"
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 [package.dependencies]
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 [[package]]
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 version = "0.12.1"
@@ -1312,19 +1542,19 @@ files = [
 
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 [[package]]
 name = "pluggy"
@@ -1341,202 +1571,308 @@ files = [
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
+[[package]]
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 [package.dependencies]
@@ -1566,13 +1902,13 @@ semver = ["semver (>=3.0.2)"]
 
 [[package]]
 name = "pydantic-settings"
-version = "2.4.0"
+version = "2.6.0"
 description = "Settings management using Pydantic"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1600,13 +1936,13 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pyproject-api"
-version = "1.7.1"
+version = "1.8.0"
 description = "API to interact with the python pyproject.toml based projects"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1614,8 +1950,8 @@ packaging = ">=24.1"
 tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
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-testing = ["covdefaults (>=2.3)", "pytest (>=8.2.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "setuptools (>=70.1)"]
+docs = ["furo (>=2024.8.6)", "sphinx-autodoc-typehints (>=2.4.1)"]
+testing = ["covdefaults (>=2.3)", "pytest (>=8.3.3)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "setuptools (>=75.1)"]
 
 [[package]]
 name = "pysam"
@@ -1655,13 +1991,13 @@ files = [
 
 [[package]]
 name = "pytest"
-version = "8.3.2"
+version = "8.3.3"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "pytest-8.3.3.tar.gz", hash = "sha256:70b98107bd648308a7952b06e6ca9a50bc660be218d53c257cc1fc94fda10181"},
 ]
 
 [package.dependencies]
@@ -1711,6 +2047,20 @@ pytest = ">=4.6"
 [package.extras]
 testing = ["fields", "hunter", "process-tests", "pytest-xdist", "virtualenv"]
 
+[[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 = [
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+]
+
+[package.dependencies]
+six = ">=1.5"
+
 [[package]]
 name = "python-dotenv"
 version = "1.0.1"
@@ -1727,94 +2077,105 @@ cli = ["click (>=5.0)"]
 
 [[package]]
 name = "python-multipart"
-version = "0.0.9"
+version = "0.0.12"
 description = "A streaming multipart parser for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
-[package.extras]
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+[[package]]
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 ]
 
+[[package]]
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+description = "Python 2 and 3 compatibility utilities"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
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+
 [[package]]
 name = "sniffio"
 version = "1.3.1"
@@ -2023,51 +2396,51 @@ full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7
 
 [[package]]
 name = "tomli"
-version = "2.0.1"
+version = "2.0.2"
 description = "A lil' TOML parser"
 optional = false
-python-versions = ">=3.7"
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 files = [
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 ]
 
 [[package]]
 name = "tox"
-version = "4.16.0"
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 description = "tox is a generic virtualenv management and test command line tool"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
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 chardet = ">=5.2"
 colorama = ">=0.4.6"
-filelock = ">=3.15.4"
+filelock = ">=3.16.1"
 packaging = ">=24.1"
-platformdirs = ">=4.2.2"
+platformdirs = ">=4.3.6"
 pluggy = ">=1.5"
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+pyproject-api = ">=1.8"
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-virtualenv = ">=20.26.3"
+typing-extensions = {version = ">=4.12.2", markers = "python_version < \"3.11\""}
+virtualenv = ">=20.26.6"
 
 [package.extras]
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+test = ["devpi-process (>=1.0.2)", "pytest (>=8.3.3)", "pytest-mock (>=3.14)"]
 
 [[package]]
 name = "typer"
-version = "0.12.3"
+version = "0.12.5"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
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 ]
 
+[[package]]
+name = "tzdata"
+version = "2024.2"
+description = "Provider of IANA time zone data"
+optional = false
+python-versions = ">=2"
+files = [
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+]
+
 [[package]]
 name = "ujson"
 version = "5.10.0"
@@ -2176,13 +2560,13 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "2.2.2"
+version = "2.2.3"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "urllib3-2.2.3.tar.gz", hash = "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"},
 ]
 
 [package.extras]
@@ -2193,13 +2577,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.30.4"
+version = "0.32.0"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2219,57 +2603,64 @@ standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)",
 
 [[package]]
 name = "uvloop"
-version = "0.19.0"
+version = "0.21.0"
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 [package.dependencies]
@@ -2370,94 +2769,108 @@ anyio = ">=3.0.0"
 
 [[package]]
 name = "websockets"
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 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
 optional = false
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 [package.dependencies]
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+    {file = "yarl-1.16.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:122d8e7986043d0549e9eb23c7fd23be078be4b70c9eb42a20052b3d3149c6f2"},
+    {file = "yarl-1.16.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:0fd9c227990f609c165f56b46107d0bc34553fe0387818c42c02f77974402c36"},
+    {file = "yarl-1.16.0-cp313-cp313-win32.whl", hash = "sha256:595ca5e943baed31d56b33b34736461a371c6ea0038d3baec399949dd628560b"},
+    {file = "yarl-1.16.0-cp313-cp313-win_amd64.whl", hash = "sha256:921b81b8d78f0e60242fb3db615ea3f368827a76af095d5a69f1c3366db3f596"},
+    {file = "yarl-1.16.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:ab2b2ac232110a1fdb0d3ffcd087783edd3d4a6ced432a1bf75caf7b7be70916"},
+    {file = "yarl-1.16.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:7f8713717a09acbfee7c47bfc5777e685539fefdd34fa72faf504c8be2f3df4e"},
+    {file = "yarl-1.16.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:cdcffe1dbcb4477d2b4202f63cd972d5baa155ff5a3d9e35801c46a415b7f71a"},
+    {file = "yarl-1.16.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9a91217208306d82357c67daeef5162a41a28c8352dab7e16daa82e3718852a7"},
+    {file = "yarl-1.16.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3ab3ed42c78275477ea8e917491365e9a9b69bb615cb46169020bd0aa5e2d6d3"},
+    {file = "yarl-1.16.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:707ae579ccb3262dfaef093e202b4c3fb23c3810e8df544b1111bd2401fd7b09"},
+    {file = "yarl-1.16.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ad7a852d1cd0b8d8b37fc9d7f8581152add917a98cfe2ea6e241878795f917ae"},
+    {file = "yarl-1.16.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d3f1cc3d3d4dc574bebc9b387f6875e228ace5748a7c24f49d8f01ac1bc6c31b"},
+    {file = "yarl-1.16.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:5ff96da263740779b0893d02b718293cc03400c3a208fc8d8cd79d9b0993e532"},
+    {file = "yarl-1.16.0-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:3d375a19ba2bfe320b6d873f3fb165313b002cef8b7cc0a368ad8b8a57453837"},
+    {file = "yarl-1.16.0-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:62c7da0ad93a07da048b500514ca47b759459ec41924143e2ddb5d7e20fd3db5"},
+    {file = "yarl-1.16.0-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:147b0fcd0ee33b4b5f6edfea80452d80e419e51b9a3f7a96ce98eaee145c1581"},
+    {file = "yarl-1.16.0-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:504e1fe1cc4f170195320eb033d2b0ccf5c6114ce5bf2f617535c01699479bca"},
+    {file = "yarl-1.16.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:bdcf667a5dec12a48f669e485d70c54189f0639c2157b538a4cffd24a853624f"},
+    {file = "yarl-1.16.0-cp39-cp39-win32.whl", hash = "sha256:e9951afe6557c75a71045148890052cb942689ee4c9ec29f5436240e1fcc73b7"},
+    {file = "yarl-1.16.0-cp39-cp39-win_amd64.whl", hash = "sha256:7d7aaa8ff95d0840e289423e7dc35696c2b058d635f945bf05b5cd633146b027"},
+    {file = "yarl-1.16.0-py3-none-any.whl", hash = "sha256:e6980a558d8461230c457218bd6c92dfc1d10205548215c2c21d79dc8d0a96f3"},
+    {file = "yarl-1.16.0.tar.gz", hash = "sha256:b6f687ced5510a9a2474bbae96a4352e5ace5fa34dc44a217b0537fec1db00b4"},
 ]
 
 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
+propcache = ">=0.2.0"
 
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10.0"
-content-hash = "a20f6ca06f9aca9773f27d9e2aeac44bccace9bdbd6e6ba889863927198579d6"
+content-hash = "8e83dc6e27e9165c440f48c6af4e0d78b39d5dd008d648182238e0705504cf65"
diff --git a/pyproject.toml b/pyproject.toml
index 5582d14..aadf71a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,6 +13,7 @@ bento-lib = {extras = ["fastapi"], version = "^11.11.2"}
 jsonschema = "^4.21.1"
 pydantic-settings = "^2.1.0"
 asyncpg = "^0.29.0"
+pandas = "^2.2.3"
 
 [tool.poetry.group.dev.dependencies]
 aioresponses = "^0.7.6"
diff --git a/transcriptomics_data_service/routers/ingest.py b/transcriptomics_data_service/routers/ingest.py
index bd2b751..c2274b5 100644
--- a/transcriptomics_data_service/routers/ingest.py
+++ b/transcriptomics_data_service/routers/ingest.py
@@ -1,7 +1,7 @@
-from fastapi import APIRouter, File, UploadFile, status
-import csv
+from fastapi import APIRouter, File, HTTPException, Request, UploadFile, status
 import json
 from io import StringIO
+import pandas as pd
 
 from transcriptomics_data_service.db import DatabaseDependency
 from transcriptomics_data_service.models import ExperimentResult, GeneExpression
@@ -26,29 +26,72 @@ async def ingest(
 ):
     # Read and process rcm file
     file_bytes = rcm_file.file.read()
-    buffer = StringIO(file_bytes.decode("utf-8"))
-    rcm = {}
-    for row in csv.DictReader(buffer):
-        print(row)
-        rcm[row[GENE_ID_KEY]] = row
-    # rcm["WASH6P"]  would return something like:
-    # {'GeneID': 'WASH6P', '<BIOSAMPLE_ID_1>': '63', '<BIOSAMPLE_ID_2>: '0', ...}
-    # TODO read counts as integers
-
-    experiment_result = ExperimentResult(
-        experiment_result_id=experiment_result_id, assembly_name=assembly_name, assembly_id=assembly_id
-    )
-
+    rcm_df = _load_csv(file_bytes)
     # Perform the ingestion in a transaction
     async with db.transaction_connection() as transaction_con:
         # For each matrix: create ONE row in ExperimentResult
+        experiment_result = ExperimentResult(
+            experiment_result_id=experiment_result_id, assembly_name=assembly_name, assembly_id=assembly_id
+        )
         await db.create_experiment_result(experiment_result, transaction_con)
 
-        # TODO For EACH cell in the matrix: create one row in GeneExpression
-        # gene_expressions: list[GeneExpression]
-        # await db.create_gene_expressions(gene_expressions, transaction_con)
+        gene_expressions: list[GeneExpression] = []
+        for gene_code, row in rcm_df.iterrows():
+
+            for sample_id, raw_count in row.items():
+                gene_expression = GeneExpression(
+                    gene_code=gene_code,
+                    sample_id=sample_id,
+                    experiment_result_id=experiment_result_id,
+                    raw_count=raw_count
+                )
+                gene_expressions.append(gene_expression)
+        await db.create_gene_expressions(gene_expressions, transaction_con)
     return
 
+def _load_csv(file_bytes: bytes) -> pd.DataFrame:
+    buffer = StringIO(file_bytes.decode("utf-8"))
+    buffer.seek(0)
+    try:
+        df = pd.read_csv(buffer, index_col=0, header=0)
+
+        # Check for duplicate values in index column or header
+        if df.index.duplicated().any():
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail="Duplicate values found in the Gene ID column."
+            )
+        if df.columns.duplicated().any():
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail="Duplicate values found in the Sample ID row."
+            )
+
+        try:
+            df = df.applymap(lambda x: int(x) if pd.notna(x) else x)
+        except ValueError as e:
+            raise HTTPException(
+                status_code=status.HTTP_400_BAD_REQUEST,
+                detail=f"Data type error: Non-integer value found: {e}",
+            )
+
+        return df
+    except pd.errors.ParserError as e:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail=f"CSV parsing error: {e}",
+        )
+    except ValueError as e:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail=f"Data type error in CSV: {e}",
+        )
+    except Exception as e:
+        raise HTTPException(
+            status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
+            detail=f"Unexpected error while reading CSV: {e}",
+        )
+
 
 @ingest_router.post("/normalize/{experiment_result_id}")
 async def normalize(

From 805ae24b339f42d75c28f4e7e0dcaeaa0afe8953 Mon Sep 17 00:00:00 2001
From: SanjeevLakhwani <lakhwani.sanjeev691@gmail.com>
Date: Thu, 24 Oct 2024 13:07:40 -0400
Subject: [PATCH 2/5] reformated ingest.

---
 transcriptomics_data_service/routers/ingest.py | 9 ++++-----
 1 file changed, 4 insertions(+), 5 deletions(-)

diff --git a/transcriptomics_data_service/routers/ingest.py b/transcriptomics_data_service/routers/ingest.py
index c2274b5..63b02bd 100644
--- a/transcriptomics_data_service/routers/ingest.py
+++ b/transcriptomics_data_service/routers/ingest.py
@@ -43,12 +43,13 @@ async def ingest(
                     gene_code=gene_code,
                     sample_id=sample_id,
                     experiment_result_id=experiment_result_id,
-                    raw_count=raw_count
+                    raw_count=raw_count,
                 )
                 gene_expressions.append(gene_expression)
         await db.create_gene_expressions(gene_expressions, transaction_con)
     return
 
+
 def _load_csv(file_bytes: bytes) -> pd.DataFrame:
     buffer = StringIO(file_bytes.decode("utf-8"))
     buffer.seek(0)
@@ -58,13 +59,11 @@ def _load_csv(file_bytes: bytes) -> pd.DataFrame:
         # Check for duplicate values in index column or header
         if df.index.duplicated().any():
             raise HTTPException(
-                status_code=status.HTTP_400_BAD_REQUEST,
-                detail="Duplicate values found in the Gene ID column."
+                status_code=status.HTTP_400_BAD_REQUEST, detail="Duplicate values found in the Gene ID column."
             )
         if df.columns.duplicated().any():
             raise HTTPException(
-                status_code=status.HTTP_400_BAD_REQUEST,
-                detail="Duplicate values found in the Sample ID row."
+                status_code=status.HTTP_400_BAD_REQUEST, detail="Duplicate values found in the Sample ID row."
             )
 
         try:

From 3aae9440182af15e635c83dd0038776e80f0110d Mon Sep 17 00:00:00 2001
From: SanjeevLakhwani <lakhwani.sanjeev691@gmail.com>
Date: Fri, 1 Nov 2024 11:01:26 -0400
Subject: [PATCH 3/5] Code style and comment improvements.

---
 .../routers/ingest.py                         | 62 ++++++++-----------
 1 file changed, 25 insertions(+), 37 deletions(-)

diff --git a/transcriptomics_data_service/routers/ingest.py b/transcriptomics_data_service/routers/ingest.py
index 63b02bd..802b786 100644
--- a/transcriptomics_data_service/routers/ingest.py
+++ b/transcriptomics_data_service/routers/ingest.py
@@ -24,30 +24,31 @@ async def ingest(
     assembly_id: str,
     rcm_file: UploadFile = File(...),
 ):
-    # Read and process rcm file
+    # Reading and converting uploaded RCM file to DataFrame
     file_bytes = rcm_file.file.read()
     rcm_df = _load_csv(file_bytes)
-    # Perform the ingestion in a transaction
+
+    # Handling ingestion as a transactional operation
     async with db.transaction_connection() as transaction_con:
-        # For each matrix: create ONE row in ExperimentResult
         experiment_result = ExperimentResult(
             experiment_result_id=experiment_result_id, assembly_name=assembly_name, assembly_id=assembly_id
         )
         await db.create_experiment_result(experiment_result, transaction_con)
 
-        gene_expressions: list[GeneExpression] = []
-        for gene_code, row in rcm_df.iterrows():
-
-            for sample_id, raw_count in row.items():
-                gene_expression = GeneExpression(
-                    gene_code=gene_code,
-                    sample_id=sample_id,
-                    experiment_result_id=experiment_result_id,
-                    raw_count=raw_count,
-                )
-                gene_expressions.append(gene_expression)
+        gene_expressions: list[GeneExpression] = [
+            GeneExpression(
+                gene_code=gene_code,
+                sample_id=sample_id,
+                experiment_result_id=experiment_result_id,
+                raw_count=raw_count,
+            )
+            for gene_code, row in rcm_df.iterrows()
+            for sample_id, raw_count in row.items()
+        ]
+
         await db.create_gene_expressions(gene_expressions, transaction_con)
-    return
+
+    return {"message": "Ingestion completed successfully"}
 
 
 def _load_csv(file_bytes: bytes) -> pd.DataFrame:
@@ -56,39 +57,26 @@ def _load_csv(file_bytes: bytes) -> pd.DataFrame:
     try:
         df = pd.read_csv(buffer, index_col=0, header=0)
 
-        # Check for duplicate values in index column or header
+        # Validating for unique Gene and Sample IDs
         if df.index.duplicated().any():
-            raise HTTPException(
-                status_code=status.HTTP_400_BAD_REQUEST, detail="Duplicate values found in the Gene ID column."
-            )
+            raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail="Duplicate Gene IDs detected.")
         if df.columns.duplicated().any():
-            raise HTTPException(
-                status_code=status.HTTP_400_BAD_REQUEST, detail="Duplicate values found in the Sample ID row."
-            )
+            raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail="Duplicate Sample IDs detected.")
 
+        # Ensuring raw count values are integers, otherwise flagging an error
         try:
-            df = df.applymap(lambda x: int(x) if pd.notna(x) else x)
+            df = df.applymap(lambda x: int(x) if pd.notna(x) else None)
         except ValueError as e:
-            raise HTTPException(
-                status_code=status.HTTP_400_BAD_REQUEST,
-                detail=f"Data type error: Non-integer value found: {e}",
-            )
+            raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=f"Invalid non-integer value found: {e}")
 
         return df
     except pd.errors.ParserError as e:
-        raise HTTPException(
-            status_code=status.HTTP_400_BAD_REQUEST,
-            detail=f"CSV parsing error: {e}",
-        )
+        raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=f"Error parsing CSV: {e}")
     except ValueError as e:
-        raise HTTPException(
-            status_code=status.HTTP_400_BAD_REQUEST,
-            detail=f"Data type error in CSV: {e}",
-        )
+        raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=f"Value error in CSV data: {e}")
     except Exception as e:
         raise HTTPException(
-            status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
-            detail=f"Unexpected error while reading CSV: {e}",
+            status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, detail=f"Unexpected error while reading CSV: {e}"
         )
 
 

From ebcb8de07d320374d0c06470c970ce737c915e26 Mon Sep 17 00:00:00 2001
From: SanjeevLakhwani <lakhwani.sanjeev691@gmail.com>
Date: Fri, 1 Nov 2024 11:07:04 -0400
Subject: [PATCH 4/5] Added informative comment

---
 transcriptomics_data_service/routers/ingest.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/transcriptomics_data_service/routers/ingest.py b/transcriptomics_data_service/routers/ingest.py
index 802b786..ef0ea07 100644
--- a/transcriptomics_data_service/routers/ingest.py
+++ b/transcriptomics_data_service/routers/ingest.py
@@ -67,6 +67,7 @@ def _load_csv(file_bytes: bytes) -> pd.DataFrame:
         try:
             df = df.applymap(lambda x: int(x) if pd.notna(x) else None)
         except ValueError as e:
+            # HTTPException is terminal, it cannot get caught by any other try/catch block
             raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=f"Invalid non-integer value found: {e}")
 
         return df

From 5793eec7b980c82ab3c5590ebfec258676f5e1e3 Mon Sep 17 00:00:00 2001
From: SanjeevLakhwani <lakhwani.sanjeev691@gmail.com>
Date: Fri, 1 Nov 2024 11:24:53 -0400
Subject: [PATCH 5/5] Corrected error handling

---
 transcriptomics_data_service/routers/ingest.py | 10 +++-------
 1 file changed, 3 insertions(+), 7 deletions(-)

diff --git a/transcriptomics_data_service/routers/ingest.py b/transcriptomics_data_service/routers/ingest.py
index ef0ea07..0211f8f 100644
--- a/transcriptomics_data_service/routers/ingest.py
+++ b/transcriptomics_data_service/routers/ingest.py
@@ -63,14 +63,10 @@ def _load_csv(file_bytes: bytes) -> pd.DataFrame:
         if df.columns.duplicated().any():
             raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail="Duplicate Sample IDs detected.")
 
-        # Ensuring raw count values are integers, otherwise flagging an error
-        try:
-            df = df.applymap(lambda x: int(x) if pd.notna(x) else None)
-        except ValueError as e:
-            # HTTPException is terminal, it cannot get caught by any other try/catch block
-            raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=f"Invalid non-integer value found: {e}")
-
+        # Ensuring raw count values are integers
+        df = df.applymap(lambda x: int(x) if pd.notna(x) else None)
         return df
+
     except pd.errors.ParserError as e:
         raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=f"Error parsing CSV: {e}")
     except ValueError as e: