diff --git a/dashboard/sections.py b/dashboard/sections.py
index 80d285c..2faf617 100644
--- a/dashboard/sections.py
+++ b/dashboard/sections.py
@@ -107,9 +107,11 @@ def render_section_integration_status(scenarios):
 
 def render_section_time(scenarios):
     st.write(f"### Execution Time")
+    st.write(f"Task execution time in seconds")
     df = get_feature_table(scenarios, "time")
     df = df.applymap(lambda t: round(t,2) if t is not None else None, ) # `df.round(2)` is ineffective
     df = df.replace([None, 0], "")
+    df = df.fillna("")
     st.dataframe(df)
 
 
diff --git a/dashboard/ui/pages/1_TA1.py b/dashboard/ui/pages/1_TA1.py
index dc096e2..ce2837d 100644
--- a/dashboard/ui/pages/1_TA1.py
+++ b/dashboard/ui/pages/1_TA1.py
@@ -20,6 +20,12 @@
 
 st.title("TA1 Integration Dashboard")
 
+st.write("Whenever the test harness is run, the various assets are published to the `Integration Test Suite` project in Terarium."\
+         " Click below to view the report results in Terarium.")
+st.link_button("View report assets in Terarium", "https://app.terarium.ai/projects/102/overview")
+
+st.divider()
+
 report = select_report("ta1")
 
 # Download report button
diff --git a/poetry.lock b/poetry.lock
index 9744f15..bd1addb 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,15 +1,10 @@
-# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
-
 [[package]]
 name = "altair"
 version = "5.1.1"
 description = "Vega-Altair: A declarative statistical visualization library for Python."
+category = "main"
 optional = false
 python-versions = ">=3.8"
-files = [
-    {file = "altair-5.1.1-py3-none-any.whl", hash = "sha256:bb421459b53c80ad45f2bd009c87da2a81165b8f7d5a90658e0fc1ffc741bf34"},
-    {file = "altair-5.1.1.tar.gz", hash = "sha256:ad6cd6983c8db69a34dd68e42653f6172b7fc3775b7190005107f1b4fc60d64d"},
-]
 
 [package.dependencies]
 jinja2 = "*"
@@ -27,23 +22,17 @@ doc = ["docutils", "geopandas", "jinja2", "myst-parser", "numpydoc", "pillow (>=
 name = "annotated-types"
 version = "0.5.0"
 description = "Reusable constraint types to use with typing.Annotated"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
-files = [
-    {file = "annotated_types-0.5.0-py3-none-any.whl", hash = "sha256:58da39888f92c276ad970249761ebea80ba544b77acddaa1a4d6cf78287d45fd"},
-    {file = "annotated_types-0.5.0.tar.gz", hash = "sha256:47cdc3490d9ac1506ce92c7aaa76c579dc3509ff11e098fc867e5130ab7be802"},
-]
 
 [[package]]
 name = "anyio"
 version = "4.0.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
+category = "main"
 optional = false
 python-versions = ">=3.8"
-files = [
-    {file = "anyio-4.0.0-py3-none-any.whl", hash = "sha256:cfdb2b588b9fc25ede96d8db56ed50848b0b649dca3dd1df0b11f683bb9e0b5f"},
-    {file = "anyio-4.0.0.tar.gz", hash = "sha256:f7ed51751b2c2add651e5747c891b47e26d2a21be5d32d9311dfe9692f3e5d7a"},
-]
 
 [package.dependencies]
 idna = ">=2.8"
@@ -58,23 +47,35 @@ trio = ["trio (>=0.22)"]
 name = "appnope"
 version = "0.1.3"
 description = "Disable App Nap on macOS >= 10.9"
+category = "main"
 optional = false
 python-versions = "*"
-files = [
-    {file = "appnope-0.1.3-py2.py3-none-any.whl", hash = "sha256:265a455292d0bd8a72453494fa24df5a11eb18373a60c7c0430889f22548605e"},
-    {file = "appnope-0.1.3.tar.gz", hash = "sha256:02bd91c4de869fbb1e1c50aafc4098827a7a54ab2f39d9dcba6c9547ed920e24"},
-]
+
+[[package]]
+name = "askem_extractions"
+version = "2.2.0"
+description = ""
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+develop = false
+
+[package.dependencies]
+pydantic = ">=2.0.3"
+
+[package.source]
+type = "git"
+url = "https://github.com/ml4ai/ASKEM-TA1-DataModel.git"
+reference = "HEAD"
+resolved_reference = "e284c813f3b90c5aa140e9043ab7270846a645f8"
 
 [[package]]
 name = "asttokens"
 version = "2.4.0"
 description = "Annotate AST trees with source code positions"
+category = "main"
 optional = false
 python-versions = "*"
-files = [
-    {file = "asttokens-2.4.0-py2.py3-none-any.whl", hash = "sha256:cf8fc9e61a86461aa9fb161a14a0841a03c405fa829ac6b202670b3495d2ce69"},
-    {file = "asttokens-2.4.0.tar.gz", hash = "sha256:2e0171b991b2c959acc6c49318049236844a5da1d65ba2672c4880c1c894834e"},
-]
 
 [package.dependencies]
 six = ">=1.12.0"
@@ -86,23 +87,17 @@ test = ["astroid", "pytest"]
 name = "async-timeout"
 version = "4.0.3"
 description = "Timeout context manager for asyncio programs"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
-    {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
-    {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
-]
 
 [[package]]
 name = "attrs"
 version = "23.1.0"
 description = "Classes Without Boilerplate"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
-    {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"},
-    {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
-]
 
 [package.extras]
 cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
@@ -115,58 +110,46 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 name = "backcall"
 version = "0.2.0"
 description = "Specifications for callback functions passed in to an API"
+category = "main"
 optional = false
 python-versions = "*"
-files = [
-    {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"},
-    {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"},
-]
 
 [[package]]
 name = "blinker"
 version = "1.6.2"
 description = "Fast, simple object-to-object and broadcast signaling"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
-    {file = "blinker-1.6.2-py3-none-any.whl", hash = "sha256:c3d739772abb7bc2860abf5f2ec284223d9ad5c76da018234f6f50d6f31ab1f0"},
-    {file = "blinker-1.6.2.tar.gz", hash = "sha256:4afd3de66ef3a9f8067559fb7a1cbe555c17dcbe15971b05d1b625c3e7abe213"},
-]
 
 [[package]]
 name = "boto3"
-version = "1.28.43"
+version = "1.28.76"
 description = "The AWS SDK for Python"
+category = "main"
 optional = false
 python-versions = ">= 3.7"
-files = [
-    {file = "boto3-1.28.43-py3-none-any.whl", hash = "sha256:4cd3e96900fb50bddc9f48007176c80d15396d08c5248b25a41220f3570e014f"},
-    {file = "boto3-1.28.43.tar.gz", hash = "sha256:c0211a3e830432851c73fa1e136b14dbb6d02b5c9a5e1272c557e63538620b88"},
-]
 
 [package.dependencies]
-botocore = ">=1.31.43,<1.32.0"
+botocore = ">=1.31.76,<1.32.0"
 jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.6.0,<0.7.0"
+s3transfer = ">=0.7.0,<0.8.0"
 
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.31.43"
+version = "1.31.76"
 description = "Low-level, data-driven core of boto 3."
+category = "main"
 optional = false
 python-versions = ">= 3.7"
-files = [
-    {file = "botocore-1.31.43-py3-none-any.whl", hash = "sha256:d8b0c41c8c75d82f15fee57f7d54a852a99810faacbeb9d6f3f022558a2c330e"},
-    {file = "botocore-1.31.43.tar.gz", hash = "sha256:b4a3a1fcf75011351e2b0d3eb991f51f8d44a375d3e065f907dac67db232fc97"},
-]
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
 python-dateutil = ">=2.1,<3.0.0"
-urllib3 = ">=1.25.4,<1.27"
+urllib3 = {version = ">=1.25.4,<2.1", markers = "python_version >= \"3.10\""}
 
 [package.extras]
 crt = ["awscrt (==0.16.26)"]
@@ -175,118 +158,33 @@ crt = ["awscrt (==0.16.26)"]
 name = "cachetools"
 version = "5.3.1"
 description = "Extensible memoizing collections and decorators"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
-    {file = "cachetools-5.3.1-py3-none-any.whl", hash = "sha256:95ef631eeaea14ba2e36f06437f36463aac3a096799e876ee55e5cdccb102590"},
-    {file = "cachetools-5.3.1.tar.gz", hash = "sha256:dce83f2d9b4e1f732a8cd44af8e8fab2dbe46201467fc98b3ef8f269092bf62b"},
-]
 
 [[package]]
 name = "certifi"
 version = "2023.7.22"
 description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
 optional = false
 python-versions = ">=3.6"
-files = [
-    {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"},
-    {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
-]
 
 [[package]]
 name = "charset-normalizer"
 version = "3.2.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "main"
 optional = false
 python-versions = ">=3.7.0"
-files = [
-    {file = "charset-normalizer-3.2.0.tar.gz", hash = "sha256:3bb3d25a8e6c0aedd251753a79ae98a093c7e7b471faa3aa9a93a81431987ace"},
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 [[package]]
 name = "click"
 version = "8.1.7"
 description = "Composable command line interface toolkit"
+category = "main"
 optional = false
 python-versions = ">=3.7"
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 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
@@ -295,73 +193,17 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
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 [package.extras]
 toml = ["tomli"]
@@ -370,23 +212,17 @@ toml = ["tomli"]
 name = "decorator"
 version = "5.1.1"
 description = "Decorators for Humans"
+category = "main"
 optional = false
 python-versions = ">=3.5"
-files = [
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 [[package]]
 name = "executing"
 version = "2.0.0"
 description = "Get the currently executing AST node of a frame, and other information"
+category = "main"
 optional = false
 python-versions = "*"
-files = [
-    {file = "executing-2.0.0-py2.py3-none-any.whl", hash = "sha256:06df6183df67389625f4e763921c6cf978944721abf3e714000200aab95b0657"},
-    {file = "executing-2.0.0.tar.gz", hash = "sha256:0ff053696fdeef426cda5bd18eacd94f82c91f49823a2e9090124212ceea9b08"},
-]
 
 [package.extras]
 tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich"]
@@ -395,12 +231,9 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth
 name = "fakeredis"
 version = "2.18.0"
 description = "Python implementation of redis API, can be used for testing purposes."
+category = "main"
 optional = false
 python-versions = ">=3.7,<4.0"
-files = [
-    {file = "fakeredis-2.18.0-py3-none-any.whl", hash = "sha256:bc7a82e9caec80096659fd9a810b72d21f833574be26ff7b97955db626d60bac"},
-    {file = "fakeredis-2.18.0.tar.gz", hash = "sha256:f9c18d3dba81a470953cc042868b411e334109e065cde53a7a82beef6702a1de"},
-]
 
 [package.dependencies]
 redis = ">=4"
@@ -410,16 +243,29 @@ sortedcontainers = ">=2,<3"
 json = ["jsonpath-ng (>=1.5,<2.0)"]
 lua = ["lupa (>=1.14,<3.0)"]
 
+[[package]]
+name = "fastapi"
+version = "0.100.1"
+description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<3.0.0"
+starlette = ">=0.27.0,<0.28.0"
+typing-extensions = ">=4.5.0"
+
+[package.extras]
+all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.5)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
+
 [[package]]
 name = "gitdb"
 version = "4.0.10"
 description = "Git Object Database"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
-    {file = "gitdb-4.0.10-py3-none-any.whl", hash = "sha256:c286cf298426064079ed96a9e4a9d39e7f3e9bf15ba60701e95f5492f28415c7"},
-    {file = "gitdb-4.0.10.tar.gz", hash = "sha256:6eb990b69df4e15bad899ea868dc46572c3f75339735663b81de79b06f17eb9a"},
-]
 
 [package.dependencies]
 smmap = ">=3.0.1,<6"
@@ -428,12 +274,9 @@ smmap = ">=3.0.1,<6"
 name = "gitpython"
 version = "3.1.35"
 description = "GitPython is a Python library used to interact with Git repositories"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
-    {file = "GitPython-3.1.35-py3-none-any.whl", hash = "sha256:c19b4292d7a1d3c0f653858db273ff8a6614100d1eb1528b014ec97286193c09"},
-    {file = "GitPython-3.1.35.tar.gz", hash = "sha256:9cbefbd1789a5fe9bcf621bb34d3f441f3a90c8461d377f84eda73e721d9b06b"},
-]
 
 [package.dependencies]
 gitdb = ">=4.0.1,<5"
@@ -442,44 +285,35 @@ gitdb = ">=4.0.1,<5"
 name = "h11"
 version = "0.14.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
-    {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"},
-    {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
-]
 
 [[package]]
 name = "httpcore"
 version = "0.17.3"
 description = "A minimal low-level HTTP client."
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
-    {file = "httpcore-0.17.3-py3-none-any.whl", hash = "sha256:c2789b767ddddfa2a5782e3199b2b7f6894540b17b16ec26b2c4d8e103510b87"},
-    {file = "httpcore-0.17.3.tar.gz", hash = "sha256:a6f30213335e34c1ade7be6ec7c47f19f50c56db36abef1a9dfa3815b1cb3888"},
-]
 
 [package.dependencies]
 anyio = ">=3.0,<5.0"
 certifi = "*"
 h11 = ">=0.13,<0.15"
-sniffio = "==1.*"
+sniffio = ">=1.0.0,<2.0.0"
 
 [package.extras]
 http2 = ["h2 (>=3,<5)"]
-socks = ["socksio (==1.*)"]
+socks = ["socksio (>=1.0.0,<2.0.0)"]
 
 [[package]]
 name = "httpx"
 version = "0.24.1"
 description = "The next generation HTTP client."
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
-    {file = "httpx-0.24.1-py3-none-any.whl", hash = "sha256:06781eb9ac53cde990577af654bd990a4949de37a28bdb4a230d434f3a30b9bd"},
-    {file = "httpx-0.24.1.tar.gz", hash = "sha256:5853a43053df830c20f8110c5e69fe44d035d850b2dfe795e196f00fdb774bdd"},
-]
 
 [package.dependencies]
 certifi = "*"
@@ -489,31 +323,25 @@ sniffio = "*"
 
 [package.extras]
 brotli = ["brotli", "brotlicffi"]
-cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
+cli = ["click (>=8.0.0,<9.0.0)", "pygments (>=2.0.0,<3.0.0)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
-socks = ["socksio (==1.*)"]
+socks = ["socksio (>=1.0.0,<2.0.0)"]
 
 [[package]]
 name = "idna"
 version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
+category = "main"
 optional = false
 python-versions = ">=3.5"
-files = [
-    {file = "idna-3.4-py3-none-any.whl", hash = "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"},
-    {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
-]
 
 [[package]]
 name = "importlib-metadata"
 version = "6.8.0"
 description = "Read metadata from Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.8"
-files = [
-    {file = "importlib_metadata-6.8.0-py3-none-any.whl", hash = "sha256:3ebb78df84a805d7698245025b975d9d67053cd94c79245ba4b3eb694abe68bb"},
-    {file = "importlib_metadata-6.8.0.tar.gz", hash = "sha256:dbace7892d8c0c4ac1ad096662232f831d4e64f4c4545bd53016a3e9d4654743"},
-]
 
 [package.dependencies]
 zipp = ">=0.5"
@@ -527,23 +355,17 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
-    {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
-    {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
-]
 
 [[package]]
 name = "ipython"
 version = "8.16.1"
 description = "IPython: Productive Interactive Computing"
+category = "main"
 optional = false
 python-versions = ">=3.9"
-files = [
-    {file = "ipython-8.16.1-py3-none-any.whl", hash = "sha256:0852469d4d579d9cd613c220af7bf0c9cc251813e12be647cb9d463939db9b1e"},
-    {file = "ipython-8.16.1.tar.gz", hash = "sha256:ad52f58fca8f9f848e256c629eff888efc0528c12fe0f8ec14f33205f23ef938"},
-]
 
 [package.dependencies]
 appnope = {version = "*", markers = "sys_platform == \"darwin\""}
@@ -576,12 +398,9 @@ test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pa
 name = "jedi"
 version = "0.19.1"
 description = "An autocompletion tool for Python that can be used for text editors."
+category = "main"
 optional = false
 python-versions = ">=3.6"
-files = [
-    {file = "jedi-0.19.1-py2.py3-none-any.whl", hash = "sha256:e983c654fe5c02867aef4cdfce5a2fbb4a50adc0af145f70504238f18ef5e7e0"},
-    {file = "jedi-0.19.1.tar.gz", hash = "sha256:cf0496f3651bc65d7174ac1b7d043eff454892c708a87d1b683e57b569927ffd"},
-]
 
 [package.dependencies]
 parso = ">=0.8.3,<0.9.0"
@@ -595,12 +414,9 @@ testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 name = "jinja2"
 version = "3.1.2"
 description = "A very fast and expressive template engine."
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
-    {file = "Jinja2-3.1.2-py3-none-any.whl", hash = "sha256:6088930bfe239f0e6710546ab9c19c9ef35e29792895fed6e6e31a023a182a61"},
-    {file = "Jinja2-3.1.2.tar.gz", hash = "sha256:31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852"},
-]
 
 [package.dependencies]
 MarkupSafe = ">=2.0"
@@ -612,23 +428,17 @@ i18n = ["Babel (>=2.7)"]
 name = "jmespath"
 version = "1.0.1"
 description = "JSON Matching Expressions"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
-    {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
-    {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
-]
 
 [[package]]
 name = "jsonpickle"
 version = "3.0.2"
 description = "Python library for serializing any arbitrary object graph into JSON"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
-    {file = "jsonpickle-3.0.2-py3-none-any.whl", hash = "sha256:4a8442d97ca3f77978afa58068768dba7bff2dbabe79a9647bc3cdafd4ef019f"},
-    {file = "jsonpickle-3.0.2.tar.gz", hash = "sha256:e37abba4bfb3ca4a4647d28bb9f4706436f7b46c8a8333b4a718abafa8e46b37"},
-]
 
 [package.extras]
 docs = ["jaraco.packaging (>=3.2)", "rst.linker (>=1.9)", "sphinx"]
@@ -639,12 +449,9 @@ testing-libs = ["simplejson", "ujson"]
 name = "jsonschema"
 version = "4.19.0"
 description = "An implementation of JSON Schema validation for Python"
+category = "main"
 optional = false
 python-versions = ">=3.8"
-files = [
-    {file = "jsonschema-4.19.0-py3-none-any.whl", hash = "sha256:043dc26a3845ff09d20e4420d6012a9c91c9aa8999fa184e7efcfeccb41e32cb"},
-    {file = "jsonschema-4.19.0.tar.gz", hash = "sha256:6e1e7569ac13be8139b2dd2c21a55d350066ee3f80df06c608b398cdc6f30e8f"},
-]
 
 [package.dependencies]
 attrs = ">=22.2.0"
@@ -660,12 +467,9 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 name = "jsonschema-specifications"
 version = "2023.7.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+category = "main"
 optional = false
 python-versions = ">=3.8"
-files = [
-    {file = "jsonschema_specifications-2023.7.1-py3-none-any.whl", hash = "sha256:05adf340b659828a004220a9613be00fa3f223f2b82002e273dee62fd50524b1"},
-    {file = "jsonschema_specifications-2023.7.1.tar.gz", hash = "sha256:c91a50404e88a1f6ba40636778e2ee08f6e24c5613fe4c53ac24578a5a7f72bb"},
-]
 
 [package.dependencies]
 referencing = ">=0.28.0"
@@ -674,38 +478,39 @@ referencing = ">=0.28.0"
 name = "knowledge-middleware"
 version = "1.6.0"
 description = ""
+category = "dev"
 optional = false
 python-versions = "^3.10"
-files = []
 develop = false
 
 [package.dependencies]
+askem-extractions = {git = "https://github.com/ml4ai/ASKEM-TA1-DataModel.git"}
+boto3 = "^1.28.44"
+fastapi = "^0.100.0"
 idna = "^3.4"
 pandas = "^2.0.3"
 pydantic = "^2.0.2"
 pydantic-settings = "^2.0.3"
+pypdf = "^3.12.0"
 python-multipart = "^0.0.6"
 redis = "^4.6.0"
 requests = "^2.31.0"
 rq = "^1.15.1"
-streamlit = "^1.26.0"
+uvicorn = "^0.22.0"
 
 [package.source]
 type = "git"
 url = "https://github.com/DARPA-ASKEM/knowledge-middleware"
 reference = "HEAD"
-resolved_reference = "6d92a708647c085cd395b467ddb4f45f8c0d63e2"
+resolved_reference = "8cee43f164bbd35f0f6693cd0e42f746097c2c8a"
 
 [[package]]
 name = "markdown-it-py"
 version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
+category = "main"
 optional = false
 python-versions = ">=3.8"
-files = [
-    {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
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-]
 
 [package.dependencies]
 mdurl = ">=0.1,<1.0"
@@ -724,71 +529,17 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 name = "markupsafe"
 version = "2.1.3"
 description = "Safely add untrusted strings to HTML/XML markup."
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
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 description = "Inline Matplotlib backend for Jupyter"
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 python-versions = ">=3.5"
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@@ -826,84 +571,33 @@ test = ["codecov (>=2.1)", "pytest (>=7.2)", "pytest-cov (>=4.0)"]
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 [package.dependencies]
 numpy = {version = ">=1.23.2", markers = "python_version >= \"3.11\""}
@@ -939,12 +633,9 @@ xml = ["lxml (>=4.8.0)"]
 name = "parso"
 version = "0.8.3"
 description = "A Python Parser"
+category = "main"
 optional = false
 python-versions = ">=3.6"
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 [package.extras]
 qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
@@ -954,23 +645,17 @@ testing = ["docopt", "pytest (<6.0.0)"]
 name = "pastel"
 version = "0.2.1"
 description = "Bring colors to your terminal."
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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 name = "pexpect"
 version = "4.8.0"
 description = "Pexpect allows easy control of interactive console applications."
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 optional = false
 python-versions = "*"
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 [package.dependencies]
 ptyprocess = ">=0.5"
@@ -979,87 +664,17 @@ ptyprocess = ">=0.5"
 name = "pickleshare"
 version = "0.7.5"
 description = "Tiny 'shelve'-like database with concurrency support"
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 python-versions = "*"
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 description = "Python library for Apache Arrow"
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 [package.dependencies]
 typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
@@ -1341,12 +787,9 @@ typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 name = "pydantic-settings"
 version = "2.0.3"
 description = "Settings management using Pydantic"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
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 [package.dependencies]
 pydantic = ">=2.0.1"
@@ -1356,12 +799,9 @@ python-dotenv = ">=0.21.0"
 name = "pydeck"
 version = "0.8.0"
 description = "Widget for deck.gl maps"
+category = "main"
 optional = false
 python-versions = ">=3.7"
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 [package.dependencies]
 jinja2 = ">=2.10.1"
@@ -1375,37 +815,35 @@ jupyter = ["ipykernel (>=5.1.2)", "ipython (>=5.8.0)", "ipywidgets (>=7,<8)", "t
 name = "pygments"
 version = "2.16.1"
 description = "Pygments is a syntax highlighting package written in Python."
+category = "main"
 optional = false
 python-versions = ">=3.7"
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 [package.extras]
 plugins = ["importlib-metadata"]
 
 [[package]]
-name = "pympler"
-version = "1.0.1"
-description = "A development tool to measure, monitor and analyze the memory behavior of Python objects."
+name = "pypdf"
+version = "3.17.0"
+description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
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+
+[package.extras]
+crypto = ["PyCryptodome", "cryptography"]
+dev = ["black", "flit", "pip-tools", "pre-commit (<2.18.0)", "pytest-cov", "pytest-socket", "pytest-timeout", "pytest-xdist", "wheel"]
+docs = ["myst_parser", "sphinx", "sphinx_rtd_theme"]
+full = ["Pillow (>=8.0.0)", "PyCryptodome", "cryptography"]
+image = ["Pillow (>=8.0.0)"]
 
 [[package]]
 name = "pytest"
 version = "7.4.1"
 description = "pytest: simple powerful testing with Python"
+category = "main"
 optional = false
 python-versions = ">=3.7"
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 [package.dependencies]
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
@@ -1420,12 +858,9 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no
 name = "pytest-cov"
 version = "4.1.0"
 description = "Pytest plugin for measuring coverage."
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
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 [package.dependencies]
 coverage = {version = ">=5.2.1", extras = ["toml"]}
@@ -1438,12 +873,9 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtuale
 name = "pytest-json-report"
 version = "1.5.0"
 description = "A pytest plugin to report test results as JSON files"
+category = "main"
 optional = false
 python-versions = "*"
-files = [
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 [package.dependencies]
 pytest = ">=3.8.0"
@@ -1453,12 +885,9 @@ pytest-metadata = "*"
 name = "pytest-metadata"
 version = "3.0.0"
 description = "pytest plugin for test session metadata"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
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 [package.dependencies]
 pytest = ">=7.0.0"
@@ -1470,12 +899,9 @@ test = ["black (>=22.1.0)", "flake8 (>=4.0.1)", "pre-commit (>=2.17.0)", "tox (>
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
-files = [
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 [package.dependencies]
 six = ">=1.5"
@@ -1484,12 +910,9 @@ six = ">=1.5"
 name = "python-dotenv"
 version = "1.0.0"
 description = "Read key-value pairs from a .env file and set them as environment variables"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
-files = [
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 [package.extras]
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@@ -1498,12 +921,9 @@ cli = ["click (>=5.0)"]
 name = "python-multipart"
 version = "0.0.6"
 description = "A streaming multipart parser for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
-files = [
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@@ -1512,23 +932,17 @@ dev = ["atomicwrites (==1.2.1)", "attrs (==19.2.0)", "coverage (==6.5.0)", "hatc
 name = "pytz"
 version = "2023.3.post1"
 description = "World timezone definitions, modern and historical"
+category = "main"
 optional = false
 python-versions = "*"
-files = [
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 [[package]]
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 version = "0.1.0.post0"
 description = "Shims to make deprecation of pytz easier"
+category = "main"
 optional = false
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 description = "A Python network graph visualization library"
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 description = "Python client for Redis database and key-value store"
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 [[package]]
 name = "rq"
 version = "1.15.1"
 description = "RQ is a simple, lightweight, library for creating background jobs, and processing them."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
-files = [
-    {file = "rq-1.15.1-py2.py3-none-any.whl", hash = "sha256:6e243d8d9c4af4686ded4b01b25ea1ff4bac4fc260b02638fbe9c8c17b004bd1"},
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 [package.dependencies]
 click = ">=5.0.0"
@@ -1763,14 +1059,11 @@ redis = ">=4.0.0"
 
 [[package]]
 name = "s3transfer"
-version = "0.6.2"
+version = "0.7.0"
 description = "An Amazon S3 Transfer Manager"
+category = "main"
 optional = false
 python-versions = ">= 3.7"
-files = [
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 [package.dependencies]
 botocore = ">=1.12.36,<2.0a.0"
@@ -1782,9 +1075,9 @@ crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"]
 name = "service-test-tools"
 version = "1.0.0"
 description = ""
+category = "main"
 optional = false
 python-versions = "^3.9"
-files = []
 develop = false
 
 [package.dependencies]
@@ -1806,56 +1099,41 @@ resolved_reference = "79d9889798cca17d5dbe21d2c666e072c592ef04"
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
-files = [
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-]
 
 [[package]]
 name = "smmap"
 version = "5.0.0"
 description = "A pure Python implementation of a sliding window memory map manager"
+category = "main"
 optional = false
 python-versions = ">=3.6"
-files = [
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-]
 
 [[package]]
 name = "sniffio"
 version = "1.3.0"
 description = "Sniff out which async library your code is running under"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
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-]
 
 [[package]]
 name = "sortedcontainers"
 version = "2.4.0"
 description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
+category = "main"
 optional = false
 python-versions = "*"
-files = [
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-]
 
 [[package]]
 name = "stack-data"
 version = "0.6.3"
 description = "Extract data from python stack frames and tracebacks for informative displays"
+category = "main"
 optional = false
 python-versions = "*"
-files = [
-    {file = "stack_data-0.6.3-py3-none-any.whl", hash = "sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695"},
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 [package.dependencies]
 asttokens = ">=2.1.0"
@@ -1865,16 +1143,27 @@ pure-eval = "*"
 [package.extras]
 tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
+[[package]]
+name = "starlette"
+version = "0.27.0"
+description = "The little ASGI library that shines."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+anyio = ">=3.4.0,<5"
+
+[package.extras]
+full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart", "pyyaml"]
+
 [[package]]
 name = "streamlit"
-version = "1.26.0"
+version = "1.28.0"
 description = "A faster way to build and share data apps"
+category = "main"
 optional = false
 python-versions = ">=3.8, !=3.9.7"
-files = [
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 [package.dependencies]
 altair = ">=4.0,<6"
@@ -1886,35 +1175,31 @@ importlib-metadata = ">=1.4,<7"
 numpy = ">=1.19.3,<2"
 packaging = ">=16.8,<24"
 pandas = ">=1.3.0,<3"
-pillow = ">=7.1.0,<10"
+pillow = ">=7.1.0,<11"
 protobuf = ">=3.20,<5"
 pyarrow = ">=6.0"
-pydeck = ">=0.8,<1"
-pympler = ">=0.9,<2"
+pydeck = ">=0.8.0b4,<1"
 python-dateutil = ">=2.7.3,<3"
-requests = ">=2.18,<3"
+requests = ">=2.27,<3"
 rich = ">=10.14.0,<14"
 tenacity = ">=8.1.0,<9"
 toml = ">=0.10.1,<2"
 tornado = ">=6.0.3,<7"
-typing-extensions = ">=4.1.0,<5"
-tzlocal = ">=1.1,<5"
+typing-extensions = ">=4.3.0,<5"
+tzlocal = ">=1.1,<6"
 validators = ">=0.2,<1"
 watchdog = {version = ">=2.1.5", markers = "platform_system != \"Darwin\""}
 
 [package.extras]
-snowflake = ["snowflake-snowpark-python"]
+snowflake = ["snowflake-connector-python (>=2.8.0)", "snowflake-snowpark-python (>=0.9.0)"]
 
 [[package]]
 name = "tenacity"
 version = "8.2.3"
 description = "Retry code until it succeeds"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
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-]
 
 [package.extras]
 doc = ["reno", "sphinx", "tornado (>=4.5)"]
@@ -1923,65 +1208,41 @@ doc = ["reno", "sphinx", "tornado (>=4.5)"]
 name = "toml"
 version = "0.10.2"
 description = "Python Library for Tom's Obvious, Minimal Language"
+category = "main"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
-files = [
-    {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
-    {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
-]
 
 [[package]]
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
-    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
-    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
-]
 
 [[package]]
 name = "toolz"
 version = "0.12.0"
 description = "List processing tools and functional utilities"
+category = "main"
 optional = false
 python-versions = ">=3.5"
-files = [
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-]
 
 [[package]]
 name = "tornado"
 version = "6.3.3"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
+category = "main"
 optional = false
 python-versions = ">= 3.8"
-files = [
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-]
 
 [[package]]
 name = "traitlets"
 version = "5.11.2"
 description = "Traitlets Python configuration system"
+category = "main"
 optional = false
 python-versions = ">=3.8"
-files = [
-    {file = "traitlets-5.11.2-py3-none-any.whl", hash = "sha256:98277f247f18b2c5cabaf4af369187754f4fb0e85911d473f72329db8a7f4fae"},
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-]
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
@@ -1991,34 +1252,25 @@ test = ["argcomplete (>=3.0.3)", "mypy (>=1.5.1)", "pre-commit", "pytest (>=7.0,
 name = "typing-extensions"
 version = "4.7.1"
 description = "Backported and Experimental Type Hints for Python 3.7+"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
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-]
 
 [[package]]
 name = "tzdata"
 version = "2023.3"
 description = "Provider of IANA time zone data"
+category = "main"
 optional = false
 python-versions = ">=2"
-files = [
-    {file = "tzdata-2023.3-py2.py3-none-any.whl", hash = "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"},
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