diff --git a/nmdc_runtime/site/changesheets/base.py b/nmdc_runtime/site/changesheets/base.py
index 1f4ea745..60a8dd6c 100644
--- a/nmdc_runtime/site/changesheets/base.py
+++ b/nmdc_runtime/site/changesheets/base.py
@@ -4,14 +4,17 @@
 """
 
 import logging
+import os
 import time
 from dataclasses import dataclass, field
+from dotenv import load_dotenv
 from pathlib import Path
 import requests
 from typing import Any, ClassVar, Dict, TypeAlias, Optional
 
-from nmdc_runtime.site.resources import RuntimeApiUserClient
+from nmdc_runtime.site.resources import GoldApiClient, RuntimeApiUserClient
 
+load_dotenv()
 logging.basicConfig(
     level=logging.INFO, format="%(asctime)s %(levelname)s %(" "message)s"
 )
@@ -83,3 +86,24 @@ def write_changesheet(self) -> None:
             f.write(self.header + "\n")
             for line_item in self.line_items:
                 f.write(line_item.line + "\n")
+
+
+def get_runtime_client(use_dev_api):
+    if use_dev_api:
+        base_url = os.getenv("API_HOST_DEV")
+        logging.info("using Dev API...")
+    else:
+        base_url = os.getenv("API_HOST")
+        logging.info("using prod API...")
+    return  RuntimeApiUserClient(
+        base_url=base_url, username=os.getenv("API_QUERY_USER"),
+        password=os.getenv("API_QUERY_PASS"), )
+
+
+
+def get_gold_client():
+    return GoldApiClient(
+        base_url=os.getenv("GOLD_API_BASE_URL"),
+        username=os.getenv("GOLD_API_USERNAME"),
+        password=os.getenv("GOLD_API_PASSWORD"), )
+
diff --git a/nmdc_runtime/site/changesheets/scripts/missing_neon_soils_ecosystem_data.py b/nmdc_runtime/site/changesheets/scripts/missing_neon_soils_ecosystem_data.py
index 032b3d37..b1b33e56 100755
--- a/nmdc_runtime/site/changesheets/scripts/missing_neon_soils_ecosystem_data.py
+++ b/nmdc_runtime/site/changesheets/scripts/missing_neon_soils_ecosystem_data.py
@@ -89,13 +89,7 @@ def gold_biosample_to_nmdc_biosamples_and_omics_processing_records(
     # Search for NMDC biosamples with by GOLD biosample ID
     nmdc_biosamples = []
     logging.info(f"Searching for NMDC biosamples with {goldbs_id}...")
-    nmdcbs_response = runtime_api_client.get_biosamples_by_gold_biosample_id(goldbs_id)
-    if nmdcbs_response.status_code != 200:
-        logging.error(
-            f"Failed to retrieve NMDC biosamples with {goldbs_id}: {nmdcbs_response.status_code}"
-        )
-
-    nmdcbs = nmdcbs_response.json()["cursor"]["firstBatch"]
+    nmdcbs = runtime_api_client.get_biosamples_by_gold_biosample_id(goldbs_id)
     logging.info(f"Found {len(nmdcbs)} NMDC biosamples with {goldbs_id}...")
     nmdc_biosamples.extend(nmdcbs)
 
@@ -103,13 +97,7 @@ def gold_biosample_to_nmdc_biosamples_and_omics_processing_records(
     logging.info(
         f"Searching for NMDC omics processing name containing {goldbs_name_suffix}..."
     )
-    omprc_response = runtime_api_client.get_omics_processing_by_name(goldbs_name_suffix)
-    if omprc_response.status_code != 200:
-        logging.error(
-            f"Failed to retrieve NMDC omics processing with {goldbs_name_suffix}: {omprc_response.status_code}"
-        )
-
-    omprc_records = omprc_response.json()["cursor"]["firstBatch"]
+    omprc_records = runtime_api_client.get_omics_processing_by_name(goldbs_name_suffix)
     for omprc in omprc_records:
         omprc_id = omprc["id"]
         logging.info(f"omprc_id: {omprc_id}")
diff --git a/nmdc_runtime/site/changesheets/scripts/neon_soils_add_ncbi_ids.py b/nmdc_runtime/site/changesheets/scripts/neon_soils_add_ncbi_ids.py
new file mode 100644
index 00000000..b9870ea1
--- /dev/null
+++ b/nmdc_runtime/site/changesheets/scripts/neon_soils_add_ncbi_ids.py
@@ -0,0 +1,203 @@
+#!/usr/bin/env python3
+# coding: utf-8
+# nmdc_runtime/site/changesheets/scripts/neon_soils_add_ncbi_ids.py
+"""
+neon_soils_add_ncbi_ids.py: Add NCBI biosample accessions to neon soils
+biosamples, NCBI bioproject accessions to omics processing, and
+NCBI Umbrella bioproject accession to neon soils study.
+"""
+import logging
+import time
+
+import click
+from dotenv import load_dotenv
+
+from nmdc_runtime.site.changesheets.base import (Changesheet,
+                                                 ChangesheetLineItem,
+                                                 get_gold_client,
+                                                 get_runtime_client)
+
+load_dotenv()
+NAME = "neon_soils_add_ncbi_ids"
+NMDC_STUDY_ID = "nmdc:sty-11-34xj1150"
+UMBRELLA_BIOPROJECT_ACCESSION = "PRJNA1029061"
+
+log_filename = f"{NAME}-{time.strftime('%Y%m%d-%H%M%S')}.log"
+logging.basicConfig(
+    level=logging.INFO, format="%(asctime)s %(levelname)s %(message)s",
+    filename=log_filename, encoding="utf-8", filemode="w", )
+
+
+def _get_change_for_biosample(biosample, ncbi_biosample_accession):
+    """
+    Get the changes for the given biosample
+    :param biosample: dict - the biosample
+    :param ncbi_biosample_accession: str - the NCBI BioSample accession
+    :return: list - the changes
+    """
+    ncbi_biosample_accessions = biosample.get("insdc_biosample_identifiers", [])
+    if ncbi_biosample_accession in ncbi_biosample_accessions:
+        return
+    biosample_id = biosample["id"]
+    logging.info(f"creating change for biosample_id: {biosample_id}")
+    return ChangesheetLineItem(
+        id=biosample["id"], action="insert",
+        attribute="insdc_biosample_identifiers",
+        value="biosample:" + ncbi_biosample_accession + "|", )
+
+def _get_change_for_omics_processing(omics_processing_record,
+                                     ncbi_bioproject_accession):
+    """
+    Get the changes for the given omics_processing_record
+    :param omics_processing_record:
+    :param ncbi_bioproject_accession:
+    :return:
+    """
+    ncbi_bioproject_accessions = omics_processing_record.get(
+        "insdc_bioproject_identifiers", [])
+    if ncbi_bioproject_accession in ncbi_bioproject_accessions:
+        return
+    omics_processing_id = omics_processing_record["id"]
+    logging.info(f"creating change for omics_processing_id: {omics_processing_id}")
+    return ChangesheetLineItem(
+        id=omics_processing_id, action="insert",
+        attribute="insdc_bioproject_identifiers",
+        value="bioproject:" + ncbi_bioproject_accession + "|", )
+
+
+@click.command()
+@click.option("--study_id", default=NMDC_STUDY_ID, help="NMDC study ID")
+@click.option(
+    "--use_dev_api", is_flag=True, default=True, help="Use the dev API"
+)
+def generate_changesheet(study_id, use_dev_api):
+    """
+    Generate a changesheet for neon soils study and biosamples by:
+    0. Changesheet line item: Umbrella BioProjectAccession to
+        study.insdc_project_identifiers
+    1. Retrieving all gold_study_identifiers for the neon soils study
+    2. For each gold_study_identifier, retrieve the GOLD projects
+    3. For each GOLD project,
+        A. retrieve the corresponding NMDC biosample(s). For each biosample,
+            - Changesheet line item:NCBI BioSampleAccession to
+            insdc_biosample_identifiers
+        B. Retrieve the corresponding NMDC omics_processing. For each,
+            - Changesheet line item:NCBI BioProjectAccession to
+            insdc_bioproject_identifiers
+
+    WARNING: This script is not idempotent. It will generate a new changesheet
+    each time it is run.
+    Changesheet is written to nmdc_runtime/site/changesheets/changesheets_output
+
+    :param study_id: The NMDC study ID
+    :param use_dev_api: Use the dev API (default: False)
+    :return:
+    """
+    start_time = time.time()
+    logging.info(f"Generating changesheet for {study_id}")
+    logging.info(f"Using dev API: {use_dev_api}")
+
+    # Initialize the NMDC API
+    runtime_client = get_runtime_client(use_dev_api)
+
+    # Initialize the GOLD API
+    gold_client = get_gold_client()
+
+    # Initialize the changesheet
+    changesheet = Changesheet(name=NAME)
+
+    # 1. Retrieve all gold_study_identifiers for the neon soils study
+    logging.info(f"Retrieving gold_study_identifiers for {study_id}")
+    res = runtime_client.request("GET", f"/studies/{study_id}")
+    nmdc_study = res.json()
+    changesheet.line_items.append(
+        ChangesheetLineItem(
+            id=study_id, action="insert",
+            attribute="insdc_bioproject_identifiers",
+            value="bioproject:" + UMBRELLA_BIOPROJECT_ACCESSION + "|", )
+    )
+
+    gold_study_identifiers = nmdc_study["gold_study_identifiers"]
+    logging.info(f"gold_study_identifiers: {gold_study_identifiers}")
+    gold_project_count = 0
+    biosample_count = 0
+    for gold_study_identifier in gold_study_identifiers:
+
+        # 2. For each gold_study_identifier, retrieve the GOLD projects
+        if gold_study_identifier == 'gold:Gs0144570':
+            # TODO verify that this one has already been done
+            continue
+        logging.info(
+            f"Retrieving GOLD projects for gold_study_identifier: {gold_study_identifier}"
+        )
+        projects = gold_client.fetch_projects_by_study(gold_study_identifier)
+        logging.info(f"Retrieved {len(projects)} projects")
+
+        # 3. For each GOLD project,
+        for project in projects:
+            gold_project_count += 1
+            project_gold_id = project["projectGoldId"]
+            biosample_gold_id = project["biosampleGoldId"]
+            ncbi_bioproject_accession = project["ncbiBioProjectAccession"]
+            ncbi_biosample_accession = project["ncbiBioSampleAccession"]
+
+            # A. retrieve the corresponding NMDC biosample(s)
+            logging.info(
+                f"Retrieving NMDC biosamples for biosample_gold_id: {biosample_gold_id}"
+            )
+            biosamples = runtime_client.get_biosamples_by_gold_biosample_id(
+                biosample_gold_id
+            )
+            logging.info(f"Retrieved {len(biosamples)} biosamples")
+            for biosample in biosamples:
+                biosample_count += 1
+                biosample_id = biosample["id"]
+                logging.info(f"biosample_id: {biosample_id}")
+                # NcbiBioSampleAccession to insdc_biosample_identifiers
+                change =_get_change_for_biosample(
+                        biosample, ncbi_biosample_accession
+                    )
+                if change:
+                    changesheet.line_items.append(change)
+
+            # B. Retrieve the corresponding NMDC omics_processing
+            logging.info(
+                f"Retrieving NMDC omics_processing for project_gold_id: {project_gold_id}"
+            )
+            omics_processing_records = (
+                runtime_client.get_omics_processing_records_by_gold_project_id(
+                project_gold_id
+            ))
+            logging.info(
+                f"Retrieved {len(omics_processing_records)} omics_processings"
+            )
+            for omics_processing in omics_processing_records:
+                omics_processing_id = omics_processing["id"]
+                logging.info(
+                    f"omics_processing_id: {omics_processing_id}"
+                )
+                # NcbiBioProjectAccession to insdc_experiment_identifiers
+                change = _get_change_for_omics_processing(
+                    omics_processing, ncbi_bioproject_accession
+                )
+                if change:
+                    changesheet.line_items.append(change)
+
+    logging.info(f"gold_project_count: {gold_project_count}")
+    logging.info(f"biosample_count: {biosample_count}")
+    logging.info(f"changesheet has {len(changesheet.line_items)} line items")
+
+    # Write the changesheet
+    changesheet.write_changesheet()
+
+    # Validate the changesheet
+    if changesheet.validate_changesheet(runtime_client.base_url):
+        logging.info(f"Changesheet is valid")
+    else:
+        logging.error(f"Changesheet is invalid")
+
+    logging.info(f"Completed in {time.time() - start_time} seconds")
+
+
+if __name__ == "__main__":
+    generate_changesheet()
diff --git a/nmdc_runtime/site/resources.py b/nmdc_runtime/site/resources.py
index 22b22d6d..a831da33 100644
--- a/nmdc_runtime/site/resources.py
+++ b/nmdc_runtime/site/resources.py
@@ -27,10 +27,12 @@
 from nmdc_runtime.api.models.object import DrsObject, AccessURL, DrsObjectIn
 from nmdc_runtime.api.models.operation import ListOperationsResponse
 from nmdc_runtime.api.models.util import ListRequest
+from nmdc_runtime.site.normalization.gold import normalize_gold_id
 from nmdc_runtime.util import unfreeze, nmdc_jsonschema_validator_noidpatterns
 from nmdc_schema import nmdc
 
 
+
 class RuntimeApiClient:
     def __init__(self, base_url: str):
         self.base_url = base_url
@@ -95,7 +97,8 @@ def get_run_info(self, run_id: str):
         return self.request("GET", f"/runs/{run_id}")
 
     def get_biosamples_by_gold_biosample_id(self, gold_biosample_id: str):
-        return self.request(
+        gold_biosample_id = normalize_gold_id(gold_biosample_id)
+        response = self.request(
             "POST",
             f"/queries:run",
             {
@@ -107,9 +110,44 @@ def get_biosamples_by_gold_biosample_id(self, gold_biosample_id: str):
                 },
             },
         )
+        response.raise_for_status()
+        return response.json()["cursor"]["firstBatch"]
+
+    def get_omics_processing_records_by_gold_project_id(self, gold_project_id: str):
+        gold_project_id = normalize_gold_id(gold_project_id)
+        response = self.request(
+            "POST",
+            f"/queries:run",
+            {
+                "find": "omics_processing_set",
+                "filter": {
+                    "gold_sequencing_project_identifiers": {
+                        "$elemMatch": {"$eq": gold_project_id}
+                    }
+                },
+            },
+        )
+        response.raise_for_status()
+        return response.json()["cursor"]["firstBatch"]
+
+    def get_biosamples_for_study(self, study_id: str):
+        response = self.request(
+            "POST",
+            f"/queries:run",
+            {
+                "find": "biosample_set",
+                "filter": {
+                    "part_of": {
+                        "$elemMatch": {"$eq": study_id}
+                    }
+                },
+            },
+        )
+        response.raise_for_status()
+        return response.json()["cursor"]["firstBatch"]
 
     def get_omics_processing_by_name(self, name: str):
-        return self.request(
+        response = self.request(
             "POST",
             f"/queries:run",
             {
@@ -117,6 +155,8 @@ def get_omics_processing_by_name(self, name: str):
                 "filter": {"name": {"$regex": name, "$options": "i"}},
             },
         )
+        response.raise_for_status()
+        return response.json()["cursor"]["firstBatch"]
 
 
 class RuntimeApiSiteClient(RuntimeApiClient):
@@ -320,6 +360,8 @@ def fetch_study(self, id: str) -> Union[Dict[str, Any], None]:
         return results[0]
 
 
+
+
 @resource(
     config_schema={
         "base_url": StringSource,
diff --git a/requirements/dev.txt b/requirements/dev.txt
index 4120028f..b87ef35a 100644
--- a/requirements/dev.txt
+++ b/requirements/dev.txt
@@ -1,5 +1,5 @@
 #
-# This file is autogenerated by pip-compile with Python 3.10
+# This file is autogenerated by pip-compile with Python 3.11
 # by the following command:
 #
 #    pip-compile --allow-unsafe --output-file=requirements/dev.txt --strip-extras requirements/dev.in
@@ -9,7 +9,7 @@ attrs==23.1.0
     #   -c requirements/main.txt
     #   cattrs
     #   requests-cache
-black==23.10.1
+black==23.11.0
     # via
     #   -c requirements/main.txt
     #   -r requirements/dev.in
@@ -40,11 +40,6 @@ docutils==0.20.1
     # via
     #   -c requirements/main.txt
     #   readme-renderer
-exceptiongroup==1.1.3
-    # via
-    #   -c requirements/main.txt
-    #   cattrs
-    #   pytest
 flake8==6.1.0
     # via -r requirements/dev.in
 idna==3.4
@@ -64,7 +59,7 @@ invoke==2.2.0
     # via -r requirements/dev.in
 jaraco-classes==3.3.0
     # via keyring
-keyring==24.2.0
+keyring==24.3.0
     # via twine
 markdown-it-py==3.0.0
     # via
@@ -98,7 +93,7 @@ pip-tools==7.3.0
     # via -r requirements/dev.in
 pkginfo==1.9.6
     # via twine
-platformdirs==3.11.0
+platformdirs==4.0.0
     # via
     #   -c requirements/main.txt
     #   black
diff --git a/requirements/main.in b/requirements/main.in
index 067940de..c5c46de0 100644
--- a/requirements/main.in
+++ b/requirements/main.in
@@ -30,6 +30,7 @@ pandas
 passlib[bcrypt]
 pymongo
 pydantic[email]>=1.10.0
+python-dotenv
 python-jose[cryptography]
 python-multipart
 pyyaml
diff --git a/requirements/main.txt b/requirements/main.txt
index 5fba6141..c9e99118 100644
--- a/requirements/main.txt
+++ b/requirements/main.txt
@@ -1,5 +1,5 @@
 #
-# This file is autogenerated by pip-compile with Python 3.10
+# This file is autogenerated by pip-compile with Python 3.11
 # by the following command:
 #
 #    pip-compile --allow-unsafe --output-file=requirements/main.txt --strip-extras requirements/main.in
@@ -56,20 +56,20 @@ base32-lib==1.0.2
     # via -r requirements/main.in
 bcrypt==4.0.1
     # via passlib
-beanie==1.23.1
+beanie==1.23.6
     # via -r requirements/main.in
 beautifulsoup4==4.12.2
     # via
     #   -r requirements/main.in
     #   mkdocs-mermaid2-plugin
     #   nbconvert
-black==23.10.1
+black==23.11.0
     # via shed
 bleach==6.1.0
     # via nbconvert
-boto3==1.28.80
+boto3==1.29.0
     # via -r requirements/main.in
-botocore==1.31.80
+botocore==1.32.0
     # via
     #   boto3
     #   s3transfer
@@ -121,25 +121,25 @@ croniter==2.0.1
     # via dagster
 cryptography==41.0.5
     # via python-jose
-curies==0.7.2
+curies==0.7.4
     # via linkml-runtime
-dagit==1.5.6
+dagit==1.5.7
     # via -r requirements/main.in
-dagster==1.5.6
+dagster==1.5.7
     # via
     #   -r requirements/main.in
     #   dagster-graphql
     #   dagster-postgres
     #   dagster-webserver
-dagster-graphql==1.5.6
+dagster-graphql==1.5.7
     # via
     #   -r requirements/main.in
     #   dagster-webserver
-dagster-pipes==1.5.6
+dagster-pipes==1.5.7
     # via dagster
-dagster-postgres==0.21.6
+dagster-postgres==0.21.7
     # via -r requirements/main.in
-dagster-webserver==1.5.6
+dagster-webserver==1.5.7
     # via dagit
 debugpy==1.8.0
     # via ipykernel
@@ -169,17 +169,11 @@ email-validator==2.1.0.post1
     # via pydantic
 et-xmlfile==1.1.0
     # via openpyxl
-exceptiongroup==1.1.3
-    # via
-    #   anyio
-    #   cattrs
-    #   ipython
-    #   pytest
 executing==2.0.1
     # via stack-data
 fastapi==0.104.1
     # via -r requirements/main.in
-fastjsonschema==2.18.1
+fastjsonschema==2.19.0
     # via
     #   -r requirements/main.in
     #   nbformat
@@ -316,7 +310,7 @@ jsonschema==4.19.2
     #   linkml
     #   linkml-runtime
     #   nbformat
-jsonschema-specifications==2023.7.1
+jsonschema-specifications==2023.11.1
     # via jsonschema
 jupyter==1.0.0
     # via -r requirements/main.in
@@ -359,7 +353,7 @@ jupyterlab==4.0.8
     #   notebook
 jupyterlab-pygments==0.2.2
     # via nbconvert
-jupyterlab-server==2.25.0
+jupyterlab-server==2.25.1
     # via
     #   jupyterlab
     #   notebook
@@ -377,13 +371,13 @@ linkml==1.6.2
     #   nmdc-schema
 linkml-dataops==0.1.0
     # via linkml
-linkml-runtime==1.6.1
+linkml-runtime==1.6.2
     # via
     #   -r requirements/main.in
     #   linkml
     #   linkml-dataops
     #   nmdc-schema
-mako==1.2.4
+mako==1.3.0
     # via alembic
 markdown==3.5.1
     # via
@@ -460,7 +454,7 @@ notebook-shim==0.2.3
     # via
     #   jupyterlab
     #   notebook
-numpy==1.26.1
+numpy==1.26.2
     # via pandas
 numpydoc==1.6.0
     # via terminusdb-client
@@ -487,7 +481,7 @@ packaging==23.2
     #   sphinx
 paginate==0.5.6
     # via mkdocs-material
-pandas==2.1.2
+pandas==2.1.3
     # via -r requirements/main.in
 pandocfilters==1.5.0
     # via nbconvert
@@ -505,7 +499,7 @@ pendulum==2.1.2
     # via dagster
 pexpect==4.8.0
     # via ipython
-platformdirs==3.11.0
+platformdirs==4.0.0
     # via
     #   black
     #   jupyter-core
@@ -525,7 +519,7 @@ prefixmaps==0.1.5
     #   linkml-runtime
 prometheus-client==0.18.0
     # via jupyter-server
-prompt-toolkit==3.0.39
+prompt-toolkit==3.0.41
     # via
     #   ipython
     #   jupyter-console
@@ -549,7 +543,7 @@ pyasn1==0.5.0
     #   rsa
 pycparser==2.21
     # via cffi
-pydantic==2.4.2
+pydantic==2.5.0
     # via
     #   -r requirements/main.in
     #   beanie
@@ -560,7 +554,7 @@ pydantic==2.4.2
     #   linkml
     #   linkml-runtime
     #   pydantic
-pydantic-core==2.10.1
+pydantic-core==2.14.1
     # via pydantic
 pyflakes==3.1.0
     # via autoflake
@@ -578,7 +572,7 @@ pyjsg==0.11.10
     #   linkml
     #   pyshexc
     #   shexjsg
-pymdown-extensions==10.3.1
+pymdown-extensions==10.4
     # via
     #   mkdocs-material
     #   mkdocs-mermaid2-plugin
@@ -611,6 +605,7 @@ python-dateutil==2.8.2
     #   pendulum
 python-dotenv==1.0.0
     # via
+    #   -r requirements/main.in
     #   dagster
     #   uvicorn
 python-jose==3.3.0
@@ -675,7 +670,7 @@ rdflib-shim==1.0.3
     #   pyshex
     #   pyshexc
     #   sparqlslurper
-referencing==0.30.2
+referencing==0.31.0
     # via
     #   jsonschema
     #   jsonschema-specifications
@@ -804,7 +799,7 @@ tabulate==0.9.0
     #   numpydoc
 tenacity==8.2.3
     # via -r requirements/main.in
-terminado==0.17.1
+terminado==0.18.0
     # via
     #   jupyter-server
     #   jupyter-server-terminals
@@ -819,14 +814,7 @@ toml==0.10.2
     #   beanie
     #   jupytext
 tomli==2.0.1
-    # via
-    #   autoflake
-    #   black
-    #   dagster
-    #   jupyterlab
-    #   numpydoc
-    #   pytest
-    #   setuptools-scm
+    # via dagster
 toolz==0.12.0
     # via -r requirements/main.in
 toposort==1.10
@@ -868,10 +856,6 @@ types-python-dateutil==2.8.19.14
 typing-extensions==4.8.0
     # via
     #   alembic
-    #   async-lru
-    #   beanie
-    #   black
-    #   cattrs
     #   dagster
     #   fastapi
     #   libcst
@@ -881,7 +865,6 @@ typing-extensions==4.8.0
     #   setuptools-scm
     #   sqlalchemy
     #   typing-inspect
-    #   uvicorn
 typing-inspect==0.9.0
     # via libcst
 tzdata==2023.3
@@ -912,7 +895,7 @@ watchdog==3.0.0
     #   mkdocs
 watchfiles==0.21.0
     # via uvicorn
-wcwidth==0.2.9
+wcwidth==0.2.10
     # via prompt-toolkit
 webcolors==1.13
     # via jsonschema
@@ -926,7 +909,7 @@ websockets==12.0
     # via uvicorn
 widgetsnbextension==4.0.9
     # via ipywidgets
-wrapt==1.15.0
+wrapt==1.16.0
     # via deprecated
 xlrd==2.0.1
     # via -r requirements/main.in