constraints-3.12.txt

#
# This constraints file was automatically generated on 2024-03-21T12:43:19.484753
# via "eager-upgrade" mechanism of PIP. For the "main" branch of Airflow.
# This variant of constraints install uses the HEAD of the branch version for 'apache-airflow' but installs
# the providers from PIP-released packages at the moment of the constraint generation.
#
# Those constraints are actually those that regular users use to install released version of Airflow.
# We also use those constraints after "apache-airflow" is released and the constraints are tagged with
# "constraints-X.Y.Z" tag to build the production image for that version.
#
# This constraints file is meant to be used only in the "apache-airflow" installation command and not
# in all subsequent pip commands. By using a constraints.txt file, we ensure that solely the Airflow
# installation step is reproducible. Subsequent pip commands may install packages that would have
# been incompatible with the constraints used in Airflow reproducible installation step. Finally, pip
# commands that might change the installed version of apache-airflow should include "apache-airflow==X.Y.Z"
# in the list of install targets to prevent Airflow accidental upgrade or downgrade.
#
# Typical installation process of airflow for Python 3.8 is (with random selection of extras and custom
# dependencies added), usually consists of two steps:
#
# 1. Reproducible installation of airflow with selected providers (note constraints are used):
#
# pip install "apache-airflow[celery,cncf.kubernetes,google,amazon,snowflake]==X.Y.Z" \
#     --constraint \
#    "https://raw.githubusercontent.com/apache/airflow/constraints-X.Y.Z/constraints-3.12.txt"
#
# 2. Installing own dependencies that are potentially not matching the constraints (note constraints are not
#    used, and apache-airflow==X.Y.Z is used to make sure there is no accidental airflow upgrade/downgrade.
#
# pip install "apache-airflow==X.Y.Z" "snowflake-connector-python[pandas]=N.M.O"
#
Authlib==1.3.0
Babel==2.14.0
ConfigUpdater==3.2
Deprecated==1.2.14
Flask-AppBuilder==4.4.1
Flask-Babel==2.0.0
Flask-Bcrypt==1.0.1
Flask-Caching==2.1.0
Flask-JWT-Extended==4.6.0
Flask-Limiter==3.5.1
Flask-Login==0.6.3
Flask-SQLAlchemy==2.5.1
Flask-Session==0.5.0
Flask-WTF==1.2.1
Flask==2.2.5
GitPython==3.1.42
JPype1==1.5.0
JayDeBeApi==1.2.3
Jinja2==3.1.3
Mako==1.3.2
Markdown==3.6
MarkupSafe==2.1.5
PyAthena==3.5.1
PyGithub==2.2.0
PyHive==0.7.0
PyJWT==2.8.0
PyNaCl==1.5.0
PyYAML==6.0.1
Pygments==2.17.2
SQLAlchemy-JSONField==1.0.2
SQLAlchemy-Utils==0.41.1
SQLAlchemy==1.4.52
SecretStorage==3.3.3
Sphinx==5.3.0
WTForms==3.1.2
Werkzeug==2.2.3
adal==1.2.7
adlfs==2024.2.0
aiobotocore==2.12.1
aiofiles==23.2.1
aiohttp==3.9.3
aioitertools==0.11.0
aioresponses==0.7.6
aiosignal==1.3.1
alabaster==0.7.16
alembic==1.13.1
alibabacloud-adb20211201==1.2.9
alibabacloud-tea==0.3.5
alibabacloud_credentials==0.3.2
alibabacloud_endpoint_util==0.0.3
alibabacloud_gateway_spi==0.0.1
alibabacloud_openapi_util==0.2.2
alibabacloud_tea_openapi==0.3.8
alibabacloud_tea_util==0.3.11
alibabacloud_tea_xml==0.0.2
aliyun-python-sdk-core==2.15.0
aliyun-python-sdk-kms==2.16.2
amqp==5.2.0
analytics-python==1.2.9
annotated-types==0.6.0
anyascii==0.3.2
anyio==4.3.0
apache-airflow-providers-airbyte==3.6.0
apache-airflow-providers-alibaba==2.7.2
apache-airflow-providers-amazon==8.19.0
apache-airflow-providers-apache-cassandra==3.4.1
apache-airflow-providers-apache-drill==2.6.1
apache-airflow-providers-apache-druid==3.9.0
apache-airflow-providers-apache-flink==1.3.0
apache-airflow-providers-apache-hdfs==4.3.3
apache-airflow-providers-apache-hive==7.0.1
apache-airflow-providers-apache-impala==1.3.0
apache-airflow-providers-apache-kafka==1.3.1
apache-airflow-providers-apache-kylin==3.5.0
apache-airflow-providers-apache-livy==3.7.3
apache-airflow-providers-apache-pig==4.3.0
apache-airflow-providers-apache-pinot==4.3.1
apache-airflow-providers-apache-spark==4.7.1
apache-airflow-providers-apprise==1.2.2
apache-airflow-providers-arangodb==2.4.1
apache-airflow-providers-asana==2.4.1
apache-airflow-providers-atlassian-jira==2.5.1
apache-airflow-providers-celery==3.6.1
apache-airflow-providers-cloudant==3.4.1
apache-airflow-providers-cncf-kubernetes==8.0.1
apache-airflow-providers-cohere==1.1.2
apache-airflow-providers-common-io==1.3.0
apache-airflow-providers-common-sql==1.11.1
apache-airflow-providers-databricks==6.2.0
apache-airflow-providers-datadog==3.5.1
apache-airflow-providers-dbt-cloud==3.7.0
apache-airflow-providers-dingding==3.4.0
apache-airflow-providers-discord==3.6.0
apache-airflow-providers-docker==3.9.2
apache-airflow-providers-elasticsearch==5.3.3
apache-airflow-providers-exasol==4.4.3
apache-airflow-providers-facebook==3.4.0
apache-airflow-providers-ftp==3.7.0
apache-airflow-providers-github==2.5.1
apache-airflow-providers-google==10.16.0
apache-airflow-providers-grpc==3.4.1
apache-airflow-providers-hashicorp==3.6.4
apache-airflow-providers-http==4.10.0
apache-airflow-providers-imap==3.5.0
apache-airflow-providers-influxdb==2.4.1
apache-airflow-providers-jdbc==4.2.2
apache-airflow-providers-jenkins==3.5.1
apache-airflow-providers-microsoft-azure==9.0.1
apache-airflow-providers-microsoft-mssql==3.6.1
apache-airflow-providers-microsoft-psrp==2.6.0
apache-airflow-providers-microsoft-winrm==3.4.0
apache-airflow-providers-mongo==4.0.0
apache-airflow-providers-mysql==5.5.4
apache-airflow-providers-neo4j==3.5.0
apache-airflow-providers-odbc==4.4.1
apache-airflow-providers-openai==1.1.0
apache-airflow-providers-openfaas==3.4.0
apache-airflow-providers-openlineage==1.6.0
apache-airflow-providers-opensearch==1.1.2
apache-airflow-providers-opsgenie==5.5.0
apache-airflow-providers-oracle==3.9.2
apache-airflow-providers-pagerduty==3.6.2
apache-airflow-providers-pgvector==1.1.0
apache-airflow-providers-pinecone==1.1.2
apache-airflow-providers-postgres==5.10.2
apache-airflow-providers-presto==5.4.2
apache-airflow-providers-qdrant==1.0.0
apache-airflow-providers-redis==3.6.0
apache-airflow-providers-salesforce==5.6.3
apache-airflow-providers-samba==4.5.0
apache-airflow-providers-segment==3.4.0
apache-airflow-providers-sendgrid==3.4.0
apache-airflow-providers-sftp==4.9.0
apache-airflow-providers-singularity==3.4.0
apache-airflow-providers-slack==8.6.1
apache-airflow-providers-smtp==1.6.1
apache-airflow-providers-snowflake==5.3.1
apache-airflow-providers-sqlite==3.7.1
apache-airflow-providers-ssh==3.10.1
apache-airflow-providers-tableau==4.4.2
apache-airflow-providers-tabular==1.4.1
apache-airflow-providers-telegram==4.4.0
apache-airflow-providers-teradata==2.0.0
apache-airflow-providers-trino==5.6.3
apache-airflow-providers-vertica==3.7.1
apache-airflow-providers-weaviate==1.3.3
apache-airflow-providers-yandex==3.9.0
apache-airflow-providers-zendesk==4.6.0
apispec==6.6.0
apprise==1.7.4
argcomplete==3.2.3
asana==3.2.2
asgiref==3.8.0
asn1crypto==1.5.1
astroid==2.15.8
asttokens==2.4.1
asyncssh==2.14.2
atlasclient==1.0.0
atlassian-python-api==3.41.11
attrs==23.2.0
aws-sam-translator==1.86.0
aws-xray-sdk==2.13.0
azure-batch==14.1.0
azure-common==1.1.28
azure-core==1.30.1
azure-cosmos==4.5.1
azure-datalake-store==0.0.53
azure-identity==1.15.0
azure-keyvault-secrets==4.8.0
azure-kusto-data==4.3.1
azure-mgmt-containerinstance==10.1.0
azure-mgmt-containerregistry==10.3.0
azure-mgmt-core==1.4.0
azure-mgmt-cosmosdb==9.4.0
azure-mgmt-datafactory==6.1.0
azure-mgmt-datalake-nspkg==3.0.1
azure-mgmt-datalake-store==0.5.0
azure-mgmt-nspkg==3.0.2
azure-mgmt-resource==23.0.1
azure-mgmt-storage==21.1.0
azure-nspkg==3.0.2
azure-servicebus==7.12.1
azure-storage-blob==12.19.1
azure-storage-file-datalake==12.14.0
azure-storage-file-share==12.15.0
azure-synapse-artifacts==0.18.0
azure-synapse-spark==0.7.0
backoff==2.2.1
bcrypt==4.1.2
beautifulsoup4==4.12.3
billiard==4.2.0
bitarray==2.9.2
black==24.3.0
blinker==1.7.0
boto3==1.34.51
botocore==1.34.51
cachelib==0.9.0
cachetools==5.3.3
cassandra-driver==3.29.1
cattrs==23.2.3
celery==5.3.6
certifi==2024.2.2
cffi==1.16.0
cfgv==3.4.0
cfn-lint==0.86.1
cgroupspy==0.2.3
chardet==5.2.0
charset-normalizer==3.3.2
checksumdir==1.2.0
ciso8601==2.3.1
click-didyoumean==0.3.0
click-plugins==1.1.1
click-repl==0.3.0
click==8.1.7
clickclick==20.10.2
cloudant==2.15.0
cohere==4.57
colorama==0.4.6
colorlog==4.8.0
confluent-kafka==2.3.0
connexion==2.14.2
coverage==7.4.4
crcmod==1.7
cron-descriptor==1.4.3
croniter==2.0.3
cryptography==41.0.7
curlify==2.2.1
databricks-sql-connector==2.9.5
datadog==0.49.1
db-dtypes==1.2.0
decorator==5.1.1
defusedxml==0.7.1
deltalake==0.16.1
dill==0.3.8
distlib==0.3.8
distro==1.9.0
dnspython==2.6.1
docker==7.0.0
docopt==0.6.2
docutils==0.16
duckdb==0.10.1
editables==0.5
elastic-transport==8.12.0
elasticsearch==8.12.1
email_validator==2.1.1
eralchemy2==1.3.8
et-xmlfile==1.1.0
eventlet==0.35.2
execnet==2.0.2
executing==2.0.1
facebook_business==19.0.2
fastavro==1.9.4
filelock==3.13.1
flower==2.0.1
frozenlist==1.4.1
fsspec==2023.12.2
future==1.0.0
gcloud-aio-auth==4.2.3
gcloud-aio-bigquery==7.1.0
gcloud-aio-storage==9.2.0
gcsfs==2023.12.2.post1
geomet==0.2.1.post1
gevent==24.2.1
gitdb==4.0.11
google-ads==23.1.0
google-analytics-admin==0.22.7
google-api-core==2.17.1
google-api-python-client==2.122.0
google-auth-httplib2==0.2.0
google-auth-oauthlib==1.2.0
google-auth==2.29.0
google-cloud-aiplatform==1.44.0
google-cloud-appengine-logging==1.4.3
google-cloud-audit-log==0.2.5
google-cloud-automl==2.13.3
google-cloud-batch==0.17.14
google-cloud-bigquery-datatransfer==3.15.1
google-cloud-bigquery==3.19.0
google-cloud-bigtable==2.23.0
google-cloud-build==3.23.3
google-cloud-compute==1.18.0
google-cloud-container==2.43.0
google-cloud-core==2.4.1
google-cloud-datacatalog==3.18.3
google-cloud-dataflow-client==0.8.10
google-cloud-dataform==0.5.9
google-cloud-dataplex==1.12.3
google-cloud-dataproc-metastore==1.15.3
google-cloud-dataproc==5.9.3
google-cloud-dlp==3.16.0
google-cloud-kms==2.21.3
google-cloud-language==2.13.3
google-cloud-logging==3.10.0
google-cloud-memcache==1.9.3
google-cloud-monitoring==2.19.3
google-cloud-orchestration-airflow==1.12.1
google-cloud-os-login==2.14.3
google-cloud-pubsub==2.20.2
google-cloud-redis==2.15.3
google-cloud-resource-manager==1.12.3
google-cloud-run==0.10.5
google-cloud-secret-manager==2.18.3
google-cloud-spanner==3.44.0
google-cloud-speech==2.25.1
google-cloud-storage-transfer==1.11.3
google-cloud-storage==2.16.0
google-cloud-tasks==2.16.3
google-cloud-texttospeech==2.16.3
google-cloud-translate==3.15.3
google-cloud-videointelligence==2.13.3
google-cloud-vision==3.7.2
google-cloud-workflows==1.14.3
google-crc32c==1.5.0
google-re2==1.1
google-resumable-media==2.7.0
googleapis-common-protos==1.63.0
graphql-core==3.2.3
graphviz==0.20.3
greenlet==3.0.3
grpc-google-iam-v1==0.13.0
grpc-interceptor==0.15.4
grpcio-gcp==0.2.2
grpcio-status==1.62.1
grpcio-tools==1.62.1
grpcio==1.62.1
gssapi==1.8.3
gunicorn==21.2.0
h11==0.14.0
h2==4.1.0
hatch==1.9.4
hatchling==1.21.1
hdfs==2.7.3
hmsclient==0.1.1
hpack==4.0.0
httpcore==0.16.3
httplib2==0.22.0
httpx==0.23.3
humanize==4.9.0
hvac==2.1.0
hyperframe==6.0.1
hyperlink==21.0.0
icdiff==2.0.7
identify==2.5.35
idna==3.6
ijson==3.2.3
imagesize==1.4.1
importlib-metadata==6.11.0
importlib_resources==6.3.2
impyla==0.19.0
incremental==22.10.0
inflection==0.5.1
influxdb-client==1.41.0
iniconfig==2.0.0
ipdb==0.13.13
ipython==8.22.2
isodate==0.6.1
itsdangerous==2.1.2
jaraco.classes==3.3.1
jedi==0.19.1
jeepney==0.8.0
jmespath==0.10.0
joserfc==0.9.0
jschema-to-python==1.2.3
json-merge-patch==0.2
jsondiff==2.0.0
jsonpatch==1.33
jsonpath-ng==1.6.1
jsonpickle==3.0.3
jsonpointer==2.4
jsonschema-path==0.3.2
jsonschema-specifications==2023.12.1
jsonschema==4.21.1
junit-xml==1.9
keyring==24.3.1
kombu==5.3.5
krb5==0.5.1
kubernetes==29.0.0
kubernetes_asyncio==29.0.0
kylinpy==2.8.4
lazy-object-proxy==1.10.0
ldap3==2.9.1
limits==3.10.1
linkify-it-py==2.0.3
lockfile==0.12.2
loguru==0.7.2
looker-sdk==24.2.1
lxml==5.1.0
lz4==4.3.3
markdown-it-py==3.0.0
marshmallow-oneofschema==3.1.1
marshmallow-sqlalchemy==0.28.2
marshmallow==3.21.1
matplotlib-inline==0.1.6
mdit-py-plugins==0.4.0
mdurl==0.1.2
mmhash3==3.0.1
mongomock==4.1.2
more-itertools==10.2.0
moto==5.0.3
mpmath==1.3.0
msal-extensions==1.1.0
msal==1.28.0
msrest==0.7.1
msrestazure==0.6.4
multi_key_dict==2.0.3
multidict==6.0.5
mypy-boto3-appflow==1.34.0
mypy-boto3-rds==1.34.65
mypy-boto3-redshift-data==1.34.0
mypy-boto3-s3==1.34.65
mypy-extensions==1.0.0
mypy==1.9.0
mysql-connector-python==8.3.0
mysqlclient==2.2.4
neo4j==5.18.0
networkx==3.2.1
nh3==0.2.15
nodeenv==1.8.0
numpy==1.26.4
oauthlib==3.2.2
openai==1.14.2
openapi-schema-validator==0.6.2
openapi-spec-validator==0.7.1
openlineage-integration-common==1.10.2
openlineage-python==1.10.2
openlineage_sql==1.10.2
openpyxl==3.1.2
opensearch-py==2.4.2
opentelemetry-api==1.23.0
opentelemetry-exporter-otlp-proto-common==1.23.0
opentelemetry-exporter-otlp-proto-grpc==1.23.0
opentelemetry-exporter-otlp-proto-http==1.23.0
opentelemetry-exporter-otlp==1.23.0
opentelemetry-exporter-prometheus==0.44b0
opentelemetry-proto==1.23.0
opentelemetry-sdk==1.23.0
opentelemetry-semantic-conventions==0.44b0
opsgenie-sdk==2.1.5
oracledb==2.1.0
ordered-set==4.1.0
oss2==2.18.4
packaging==24.0
pandas-gbq==0.22.0
pandas-stubs==2.2.1.240316
pandas==2.1.4
paramiko==3.4.0
parso==0.8.3
pathable==0.4.3
pathspec==0.12.1
pbr==6.0.0
pdpyras==5.2.0
pendulum==3.0.0
pexpect==4.9.0
pgvector==0.2.5
pinecone-client==2.2.4
pinotdb==5.1.4
pipdeptree==2.16.1
pipx==1.4.3
pkginfo==1.10.0
platformdirs==3.11.0
pluggy==1.4.0
ply==3.11
plyvel==1.5.1
portalocker==2.8.2
pprintpp==0.4.0
pre-commit==3.6.2
presto-python-client==0.8.4
prison==0.2.1
prometheus_client==0.20.0
prompt-toolkit==3.0.43
proto-plus==1.23.0
protobuf==4.25.3
psutil==5.9.8
psycopg2-binary==2.9.9
ptyprocess==0.7.0
pure-eval==0.2.2
pure-sasl==0.6.2
py-partiql-parser==0.5.1
py4j==0.10.9.7
pyOpenSSL==24.1.0
pyarrow-hotfix==0.6
pyarrow==15.0.2
pyasn1-modules==0.3.0
pyasn1==0.5.1
pycountry==23.12.11
pycparser==2.21
pycryptodome==3.20.0
pydantic==2.6.4
pydantic_core==2.16.3
pydata-google-auth==1.8.2
pydruid==0.6.6
pyenchant==3.2.2
pyexasol==0.25.2
pygraphviz==1.12
pyiceberg==0.6.0
pykerberos==1.2.4
pymongo==4.6.2
pymssql==2.2.11
pyodbc==5.1.0
pyparsing==3.1.2
pypsrp==0.8.1
pyspark==3.5.1
pyspnego==0.10.2
pytest-asyncio==0.23.6
pytest-cov==4.1.0
pytest-icdiff==0.9
pytest-instafail==0.5.0
pytest-mock==3.12.0
pytest-rerunfailures==14.0
pytest-timeouts==1.2.1
pytest-xdist==3.5.0
pytest==7.4.4
python-arango==7.9.1
python-daemon==3.0.1
python-dateutil==2.9.0.post0
python-dotenv==1.0.1
python-http-client==3.3.7
python-jenkins==1.8.2
python-ldap==3.4.4
python-nvd3==0.15.0
python-slugify==8.0.4
python-telegram-bot==20.2
python3-saml==1.16.0
pytz==2024.1
pywinrm==0.4.3
qdrant-client==1.8.0
reactivex==4.0.4
readme_renderer==43.0
redis==4.6.0
redshift-connector==2.1.0
referencing==0.31.1
regex==2023.12.25
requests-file==2.0.0
requests-kerberos==0.14.0
requests-mock==1.11.0
requests-ntlm==1.2.0
requests-oauthlib==1.4.0
requests-toolbelt==1.0.0
requests==2.31.0
responses==0.25.0
restructuredtext_lint==1.4.0
rfc3339-validator==0.1.4
rfc3986==1.5.0
rich-argparse==1.4.0
rich-click==1.7.4
rich==13.7.1
rpds-py==0.18.0
rsa==4.9
ruff==0.3.3
s3fs==2023.12.2
s3transfer==0.10.1
sarif-om==1.0.4
scramp==1.4.4
semver==3.0.2
sendgrid==6.11.0
sentinels==1.0.0
sentry-sdk==1.43.0
setproctitle==1.3.3
setuptools==66.1.1
shapely==2.0.3
shellingham==1.5.4
simple-salesforce==1.12.5
six==1.16.0
slack_sdk==3.27.1
smbprotocol==1.13.0
smmap==5.0.1
sniffio==1.3.1
snowballstemmer==2.2.0
snowflake-connector-python==3.7.1
snowflake-sqlalchemy==1.5.1
sortedcontainers==2.4.0
soupsieve==2.5
sphinx-airflow-theme==0.0.12
sphinx-argparse==0.4.0
sphinx-autoapi==2.1.1
sphinx-copybutton==0.5.2
sphinx-jinja==2.0.2
sphinx-rtd-theme==2.0.0
sphinx_design==0.5.0
sphinxcontrib-applehelp==1.0.8
sphinxcontrib-devhelp==1.0.6
sphinxcontrib-htmlhelp==2.0.5
sphinxcontrib-httpdomain==1.8.1
sphinxcontrib-jquery==4.1
sphinxcontrib-jsmath==1.0.1
sphinxcontrib-qthelp==1.0.7
sphinxcontrib-redoc==1.6.0
sphinxcontrib-serializinghtml==1.1.5
sphinxcontrib-spelling==8.0.0
spython==0.3.13
sqlalchemy-bigquery==1.10.0
sqlalchemy-redshift==0.8.14
sqlalchemy-spanner==1.6.2
sqlalchemy_drill==1.1.4
sqlparse==0.4.4
sshtunnel==0.4.0
stack-data==0.6.3
starkbank-ecdsa==2.2.0
statsd==4.0.1
strictyaml==1.7.3
sympy==1.12
tableauserverclient==0.30
tabulate==0.9.0
tenacity==8.2.3
teradatasql==20.0.0.8
teradatasqlalchemy==17.20.0.0
termcolor==2.4.0
text-unidecode==1.3
thrift-sasl==0.4.3
thrift==0.16.0
time-machine==2.14.0
tomli_w==1.0.0
tomlkit==0.12.4
tornado==6.4
towncrier==23.11.0
tqdm==4.66.2
traitlets==5.14.2
trino==0.328.0
trove-classifiers==2024.3.3
twine==5.0.0
types-Deprecated==1.2.9.20240311
types-Markdown==3.6.0.20240316
types-PyMySQL==1.1.0.1
types-PyYAML==6.0.12.20240311
types-aiofiles==23.2.0.20240311
types-certifi==2021.10.8.3
types-croniter==2.0.0.20240321
types-docutils==0.20.0.20240317
types-paramiko==3.4.0.20240311
types-protobuf==4.24.0.20240311
types-pyOpenSSL==24.0.0.20240311
types-python-dateutil==2.9.0.20240316
types-python-slugify==8.0.2.20240310
types-pytz==2024.1.0.20240203
types-redis==4.6.0.20240311
types-requests==2.31.0.20240311
types-setuptools==69.2.0.20240317
types-tabulate==0.9.0.20240106
types-termcolor==1.1.6.2
types-toml==0.10.8.20240310
typing==3.7.4.3
typing_extensions==4.10.0
tzdata==2024.1
tzlocal==5.2
uc-micro-py==1.0.3
unicodecsv==0.14.1
universal_pathlib==0.2.2
uritemplate==4.1.1
urllib3==2.0.7
userpath==1.9.2
uv==0.1.22
validators==0.23.2
vertica-python==1.3.8
vine==5.1.0
virtualenv==20.25.1
watchtower==3.1.0
wcwidth==0.2.13
weaviate-client==3.26.2
websocket-client==1.7.0
wheel==0.43.0
wrapt==1.16.0
xmlsec==1.3.13
xmltodict==0.13.0
yamllint==1.35.1
yandex-query-client==0.1.2
yandexcloud==0.267.0
yarl==1.9.4
zeep==4.2.1
zenpy==2.0.47
zipp==3.18.1
zope.event==5.0
zope.interface==6.2
zstandard==0.22.0