🐛 Fix syntax error in handler

.idea/.gitignore

@@ -0,0 +1,10 @@
+# Default ignored files
+/shelf/
+/workspace.xml
+# Editor-based HTTP Client requests
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml
+# Zeppelin ignored files
+/ZeppelinRemoteNotebooks/

.idea/aws.xml

@@ -0,0 +1,11 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="accountSettings">
+    <option name="activeRegion" value="us-east-1" />
+    <option name="recentlyUsedRegions">
+      <list>
+        <option value="us-east-1" />
+      </list>
+    </option>
+  </component>
+</project>

.idea/inspectionProfiles/Project_Default.xml

@@ -0,0 +1,242 @@
+<component name="InspectionProjectProfileManager">
+  <profile version="1.0">
+    <option name="myName" value="Project Default" />
+    <inspection_tool class="Eslint" enabled="true" level="WARNING" enabled_by_default="true" />
+    <inspection_tool class="PyCompatibilityInspection" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ourVersions">
+        <value>
+          <list size="5">
+            <item index="0" class="java.lang.String" itemvalue="3.9" />
+            <item index="1" class="java.lang.String" itemvalue="3.10" />
+            <item index="2" class="java.lang.String" itemvalue="3.11" />
+            <item index="3" class="java.lang.String" itemvalue="3.12" />
+            <item index="4" class="java.lang.String" itemvalue="3.13" />
+          </list>
+        </value>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="PyInterpreterInspection" enabled="false" level="WARNING" enabled_by_default="false" />
+    <inspection_tool class="PyPackageRequirementsInspection" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredPackages">
+        <value>
+          <list size="198">
+            <item index="0" class="java.lang.String" itemvalue="tomlkit" />
+            <item index="1" class="java.lang.String" itemvalue="pygments" />
+            <item index="2" class="java.lang.String" itemvalue="dmailer_utils" />
+            <item index="3" class="java.lang.String" itemvalue="matrix_analysis_handler" />
+            <item index="4" class="java.lang.String" itemvalue="dm_fastapi" />
+            <item index="5" class="java.lang.String" itemvalue="dm_llm_utils" />
+            <item index="6" class="java.lang.String" itemvalue="dm_stakeholder_analytics" />
+            <item index="7" class="java.lang.String" itemvalue="dmx_analytics" />
+            <item index="8" class="java.lang.String" itemvalue="db_versioning" />
+            <item index="9" class="java.lang.String" itemvalue="dmx_monitoring" />
+            <item index="10" class="java.lang.String" itemvalue="dm_trends" />
+            <item index="11" class="java.lang.String" itemvalue="news_scanner" />
+            <item index="12" class="java.lang.String" itemvalue="report_topic_score" />
+            <item index="13" class="java.lang.String" itemvalue="span_marker" />
+            <item index="14" class="java.lang.String" itemvalue="pandas" />
+            <item index="15" class="java.lang.String" itemvalue="openai" />
+            <item index="16" class="java.lang.String" itemvalue="dmconn" />
+            <item index="17" class="java.lang.String" itemvalue="setuptools" />
+            <item index="18" class="java.lang.String" itemvalue="argilla" />
+            <item index="19" class="java.lang.String" itemvalue="dmaws" />
+            <item index="20" class="java.lang.String" itemvalue="hdbscan" />
+            <item index="21" class="java.lang.String" itemvalue="streamlit" />
+            <item index="22" class="java.lang.String" itemvalue="matplotlib" />
+            <item index="23" class="java.lang.String" itemvalue="bertopic" />
+            <item index="24" class="java.lang.String" itemvalue="psycopg2" />
+            <item index="25" class="java.lang.String" itemvalue="plotly" />
+            <item index="26" class="java.lang.String" itemvalue="tqdm" />
+            <item index="27" class="java.lang.String" itemvalue="pydantic" />
+            <item index="28" class="java.lang.String" itemvalue="typer" />
+            <item index="29" class="java.lang.String" itemvalue="certifi" />
+            <item index="30" class="java.lang.String" itemvalue="anyio" />
+            <item index="31" class="java.lang.String" itemvalue="typing-extensions" />
+            <item index="32" class="java.lang.String" itemvalue="numpy" />
+            <item index="33" class="java.lang.String" itemvalue="click" />
+            <item index="34" class="java.lang.String" itemvalue="referencing" />
+            <item index="35" class="java.lang.String" itemvalue="tiktoken" />
+            <item index="36" class="java.lang.String" itemvalue="numba" />
+            <item index="37" class="java.lang.String" itemvalue="protobuf" />
+            <item index="38" class="java.lang.String" itemvalue="wasabi" />
+            <item index="39" class="java.lang.String" itemvalue="confection" />
+            <item index="40" class="java.lang.String" itemvalue="joblib" />
+            <item index="41" class="java.lang.String" itemvalue="threadpoolctl" />
+            <item index="42" class="java.lang.String" itemvalue="scikit-learn" />
+            <item index="43" class="java.lang.String" itemvalue="nlp-utils" />
+            <item index="44" class="java.lang.String" itemvalue="marshmallow" />
+            <item index="45" class="java.lang.String" itemvalue="llvmlite" />
+            <item index="46" class="java.lang.String" itemvalue="requests" />
+            <item index="47" class="java.lang.String" itemvalue="apispec" />
+            <item index="48" class="java.lang.String" itemvalue="rpds-py" />
+            <item index="49" class="java.lang.String" itemvalue="elasticsearch" />
+            <item index="50" class="java.lang.String" itemvalue="tenacity" />
+            <item index="51" class="java.lang.String" itemvalue="elastic-transport" />
+            <item index="52" class="java.lang.String" itemvalue="urllib3" />
+            <item index="53" class="java.lang.String" itemvalue="jsonschema" />
+            <item index="54" class="java.lang.String" itemvalue="scipy" />
+            <item index="55" class="java.lang.String" itemvalue="pytest" />
+            <item index="56" class="java.lang.String" itemvalue="pynndescent" />
+            <item index="57" class="java.lang.String" itemvalue="cryptography" />
+            <item index="58" class="java.lang.String" itemvalue="jsonpointer" />
+            <item index="59" class="java.lang.String" itemvalue="packaging" />
+            <item index="60" class="java.lang.String" itemvalue="sqlalchemy" />
+            <item index="61" class="java.lang.String" itemvalue="bcrypt" />
+            <item index="62" class="java.lang.String" itemvalue="jinja2" />
+            <item index="63" class="java.lang.String" itemvalue="langcodes" />
+            <item index="64" class="java.lang.String" itemvalue="dataclasses-json" />
+            <item index="65" class="java.lang.String" itemvalue="regex" />
+            <item index="66" class="java.lang.String" itemvalue="requests-file" />
+            <item index="67" class="java.lang.String" itemvalue="langchain" />
+            <item index="68" class="java.lang.String" itemvalue="unstructured" />
+            <item index="69" class="java.lang.String" itemvalue="exceptiongroup" />
+            <item index="70" class="java.lang.String" itemvalue="fastapi" />
+            <item index="71" class="java.lang.String" itemvalue="starlette" />
+            <item index="72" class="java.lang.String" itemvalue="dmschema" />
+            <item index="73" class="java.lang.String" itemvalue="pypdf" />
+            <item index="74" class="java.lang.String" itemvalue="uvicorn" />
+            <item index="75" class="java.lang.String" itemvalue="dm-fastapi" />
+            <item index="76" class="java.lang.String" itemvalue="dm-llm-utils" />
+            <item index="77" class="java.lang.String" itemvalue="dmutils" />
+            <item index="78" class="java.lang.String" itemvalue="uv" />
+            <item index="79" class="java.lang.String" itemvalue="seaborn" />
+            <item index="80" class="java.lang.String" itemvalue="streamlit-authenticator" />
+            <item index="81" class="java.lang.String" itemvalue="umap-learn" />
+            <item index="82" class="java.lang.String" itemvalue="PyYAML" />
+            <item index="83" class="java.lang.String" itemvalue="ruff" />
+            <item index="84" class="java.lang.String" itemvalue="pillow" />
+            <item index="85" class="java.lang.String" itemvalue="aiobotocore" />
+            <item index="86" class="java.lang.String" itemvalue="nest_asyncio" />
+            <item index="87" class="java.lang.String" itemvalue="faiss-cpu" />
+            <item index="88" class="java.lang.String" itemvalue="zipp" />
+            <item index="89" class="java.lang.String" itemvalue="jsii" />
+            <item index="90" class="java.lang.String" itemvalue="cdktf" />
+            <item index="91" class="java.lang.String" itemvalue="dm-stakeholder-analytics" />
+            <item index="92" class="java.lang.String" itemvalue="XlsxWriter" />
+            <item index="93" class="java.lang.String" itemvalue="python-dateutil" />
+            <item index="94" class="java.lang.String" itemvalue="pytest-order" />
+            <item index="95" class="java.lang.String" itemvalue="boto3" />
+            <item index="96" class="java.lang.String" itemvalue="werkzeug" />
+            <item index="97" class="java.lang.String" itemvalue="botocore" />
+            <item index="98" class="java.lang.String" itemvalue="dmpipelines" />
+            <item index="99" class="java.lang.String" itemvalue="pip" />
+            <item index="100" class="java.lang.String" itemvalue="responses" />
+            <item index="101" class="java.lang.String" itemvalue="thinc" />
+            <item index="102" class="java.lang.String" itemvalue="xmltodict" />
+            <item index="103" class="java.lang.String" itemvalue="moto" />
+            <item index="104" class="java.lang.String" itemvalue="exports" />
+            <item index="105" class="java.lang.String" itemvalue="dm-postgres" />
+            <item index="106" class="java.lang.String" itemvalue="httpx" />
+            <item index="107" class="java.lang.String" itemvalue="tzlocal" />
+            <item index="108" class="java.lang.String" itemvalue="greenlet" />
+            <item index="109" class="java.lang.String" itemvalue="arrow" />
+            <item index="110" class="java.lang.String" itemvalue="cython" />
+            <item index="111" class="java.lang.String" itemvalue="aioboto3" />
+            <item index="112" class="java.lang.String" itemvalue="deprecated" />
+            <item index="113" class="java.lang.String" itemvalue="h11" />
+            <item index="114" class="java.lang.String" itemvalue="pycparser" />
+            <item index="115" class="java.lang.String" itemvalue="deepdiff" />
+            <item index="116" class="java.lang.String" itemvalue="pydantic-core" />
+            <item index="117" class="java.lang.String" itemvalue="frozenlist" />
+            <item index="118" class="java.lang.String" itemvalue="langchain-community" />
+            <item index="119" class="java.lang.String" itemvalue="expiringdict" />
+            <item index="120" class="java.lang.String" itemvalue="publication" />
+            <item index="121" class="java.lang.String" itemvalue="soupsieve" />
+            <item index="122" class="java.lang.String" itemvalue="pynacl" />
+            <item index="123" class="java.lang.String" itemvalue="vellum-ai" />
+            <item index="124" class="java.lang.String" itemvalue="beautifulsoup4" />
+            <item index="125" class="java.lang.String" itemvalue="dateutils" />
+            <item index="126" class="java.lang.String" itemvalue="requests-mock" />
+            <item index="127" class="java.lang.String" itemvalue="asyncpg" />
+            <item index="128" class="java.lang.String" itemvalue="wrapt" />
+            <item index="129" class="java.lang.String" itemvalue="aiohappyeyeballs" />
+            <item index="130" class="java.lang.String" itemvalue="authlib" />
+            <item index="131" class="java.lang.String" itemvalue="watchtower" />
+            <item index="132" class="java.lang.String" itemvalue="commentjson" />
+            <item index="133" class="java.lang.String" itemvalue="attrs" />
+            <item index="134" class="java.lang.String" itemvalue="mangum" />
+            <item index="135" class="java.lang.String" itemvalue="simplejson" />
+            <item index="136" class="java.lang.String" itemvalue="pyyaml" />
+            <item index="137" class="java.lang.String" itemvalue="paramiko" />
+            <item index="138" class="java.lang.String" itemvalue="awslambdaric" />
+            <item index="139" class="java.lang.String" itemvalue="slackweb" />
+            <item index="140" class="java.lang.String" itemvalue="charset-normalizer" />
+            <item index="141" class="java.lang.String" itemvalue="langsmith" />
+            <item index="142" class="java.lang.String" itemvalue="jsonpatch" />
+            <item index="143" class="java.lang.String" itemvalue="httpcore" />
+            <item index="144" class="java.lang.String" itemvalue="idna" />
+            <item index="145" class="java.lang.String" itemvalue="motor" />
+            <item index="146" class="java.lang.String" itemvalue="async-timeout" />
+            <item index="147" class="java.lang.String" itemvalue="cffi" />
+            <item index="148" class="java.lang.String" itemvalue="mypy-extensions" />
+            <item index="149" class="java.lang.String" itemvalue="constructs" />
+            <item index="150" class="java.lang.String" itemvalue="sniffio" />
+            <item index="151" class="java.lang.String" itemvalue="typeguard" />
+            <item index="152" class="java.lang.String" itemvalue="types-python-dateutil" />
+            <item index="153" class="java.lang.String" itemvalue="jsonschema-specifications" />
+            <item index="154" class="java.lang.String" itemvalue="lark-parser" />
+            <item index="155" class="java.lang.String" itemvalue="tldextract" />
+            <item index="156" class="java.lang.String" itemvalue="limits" />
+            <item index="157" class="java.lang.String" itemvalue="aioitertools" />
+            <item index="158" class="java.lang.String" itemvalue="annotated-types" />
+            <item index="159" class="java.lang.String" itemvalue="cattrs" />
+            <item index="160" class="java.lang.String" itemvalue="pymongo" />
+            <item index="161" class="java.lang.String" itemvalue="six" />
+            <item index="162" class="java.lang.String" itemvalue="dmmateriality" />
+            <item index="163" class="java.lang.String" itemvalue="ordered-set" />
+            <item index="164" class="java.lang.String" itemvalue="dateparser" />
+            <item index="165" class="java.lang.String" itemvalue="xlsxwriter" />
+            <item index="166" class="java.lang.String" itemvalue="jmespath" />
+            <item index="167" class="java.lang.String" itemvalue="importlib-resources" />
+            <item index="168" class="java.lang.String" itemvalue="slowapi" />
+            <item index="169" class="java.lang.String" itemvalue="s3transfer" />
+            <item index="170" class="java.lang.String" itemvalue="typing-inspect" />
+            <item index="171" class="java.lang.String" itemvalue="langchain-core" />
+            <item index="172" class="java.lang.String" itemvalue="aiohttp" />
+            <item index="173" class="java.lang.String" itemvalue="multidict" />
+            <item index="174" class="java.lang.String" itemvalue="yarl" />
+            <item index="175" class="java.lang.String" itemvalue="pycryptodome" />
+            <item index="176" class="java.lang.String" itemvalue="pytz" />
+            <item index="177" class="java.lang.String" itemvalue="aiosignal" />
+            <item index="178" class="java.lang.String" itemvalue="matrix-analysis-handler" />
+            <item index="179" class="java.lang.String" itemvalue="lambda-decorators" />
+            <item index="180" class="java.lang.String" itemvalue="email-validator" />
+            <item index="181" class="java.lang.String" itemvalue="watchfiles" />
+            <item index="182" class="java.lang.String" itemvalue="dnspython" />
+            <item index="183" class="java.lang.String" itemvalue="fastapi-cli" />
+            <item index="184" class="java.lang.String" itemvalue="python-dotenv" />
+            <item index="185" class="java.lang.String" itemvalue="rich" />
+            <item index="186" class="java.lang.String" itemvalue="python-multipart" />
+            <item index="187" class="java.lang.String" itemvalue="httptools" />
+            <item index="188" class="java.lang.String" itemvalue="markdown-it-py" />
+            <item index="189" class="java.lang.String" itemvalue="markupsafe" />
+            <item index="190" class="java.lang.String" itemvalue="mdurl" />
+            <item index="191" class="java.lang.String" itemvalue="uvloop" />
+            <item index="192" class="java.lang.String" itemvalue="websockets" />
+            <item index="193" class="java.lang.String" itemvalue="shellingham" />
+            <item index="194" class="java.lang.String" itemvalue="jiter" />
+            <item index="195" class="java.lang.String" itemvalue="gunicorn" />
+            <item index="196" class="java.lang.String" itemvalue="cloudpathlib" />
+            <item index="197" class="java.lang.String" itemvalue="dm_postgres" />
+          </list>
+        </value>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="PyPep8NamingInspection" enabled="true" level="WEAK WARNING" enabled_by_default="true">
+      <option name="ignoredErrors">
+        <list>
+          <option value="N806" />
+          <option value="N802" />
+        </list>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="PyUnresolvedReferencesInspection" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredIdentifiers">
+        <list>
+          <option value="dm_postgres.postgresql_connection_test.pytest" />
+        </list>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="TsLint" enabled="true" level="WARNING" enabled_by_default="true" />
+  </profile>
+</component>

.idea/inspectionProfiles/profiles_settings.xml

@@ -0,0 +1,6 @@
+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>

.idea/misc.xml

@@ -0,0 +1,21 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectInspectionProfilesVisibleTreeState">
+    <entry key="Project Default">
+      <profile-state>
+        <expanded-state>
+          <State />
+          <State>
+            <id>Python</id>
+          </State>
+        </expanded-state>
+        <selected-state>
+          <State>
+            <id>Angular</id>
+          </State>
+        </selected-state>
+      </profile-state>
+    </entry>
+  </component>
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.12 (toms-span-marker-roberta-large-ontonotes5)" project-jdk-type="Python SDK" />
+</project>

.idea/modules.xml

@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/toms-span-marker-roberta-large-ontonotes5.iml" filepath="$PROJECT_DIR$/.idea/toms-span-marker-roberta-large-ontonotes5.iml" />
+    </modules>
+  </component>
+</project>

.idea/toms-span-marker-roberta-large-ontonotes5.iml

@@ -0,0 +1,10 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$">
+      <excludeFolder url="file://$MODULE_DIR$/.venv" />
+    </content>
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+</module>

.idea/vcs.xml

@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="" vcs="Git" />
+  </component>
+</project>

handler.py

@@ -30,4 +30,5 @@ class EndpointHandler:
                 "end": entity["char_end_index"],
                 "score": entity["score"],
             }
-            for entity in self.model.predict(data["inputs"])
+            for entity in self.model.predict(data["inputs"])
+        ]