kubernetes>=21.0.0
chardet==4.0.0
mypy_extensions>=0.4.3
pydantic<2.12,>=2.7.0,~=2.0
azure-identity~=1.12
packaging
requests>=2.23
azure-keyvault-secrets
google-crc32c
google-cloud-secret-manager==2.24.0
cryptography>=42.0.0
importlib-metadata>=4.13.0
python-dateutil>=2.8.1
Jinja2>=2.11.3
tabulate==0.9.0
shapely
pymysql~=1.0
pydantic-settings>=2.7.0,~=2.0
requests-aws4auth~=1.1
python-dotenv>=0.19.0
jsonpatch<2.0,>=1.24
setuptools<81,>=78.1.1
jaraco.functools<4.2.0
typing-inspect
memory-profiler
PyYAML~=6.0
httpx~=0.28.0
antlr4-python3-runtime==4.11.1
email-validator>=2.0
boto3==1.37.1
collate-sqllineage>=2.1.1
snowflake-connector-python==3.18.0
sqlalchemy<2,>=1.4.0
cached-property==1.5.2
jaraco.context==6.0.1

[:python_version < "3.9"]
mysql-connector-python>=8.0.29

[:python_version >= "3.9"]
mysql-connector-python>=9.1

[airflow]
apache-airflow==3.1.5
opentelemetry-exporter-otlp==1.37.0
attrs

[all]
collate-data-diff[mysql]
sqlalchemy-redshift==0.8.12
pydantic<2.12,>=2.7.0,~=2.0
websocket-client~=1.6.1
azure-identity~=1.12
google-cloud-bigtable>=2.0.0
pure-sasl
ijson~=3.4
azure-keyvault-secrets
ndg-httpsclient~=0.5.1
oracledb~=1.2
google-cloud-secret-manager==2.24.0
cryptography>=42.0.0
s3fs~=2023.12.1
aiobotocore~=2.26.0
clickhouse-driver~=0.2
importlib-metadata>=4.13.0
exasol-integration-test-docker-environment<4,>=3.1.0
pymysql~=1.0
pyodbc<5,>=4.0.35
pydantic-settings>=2.7.0,~=2.0
requests-aws4auth~=1.1
scikit-learn~=1.0
couchbase~=4.1
pyathena~=3.25.0
fastavro>=1.2.0
pinotdb~=5.0
jsonpatch<2.0,>=1.24
trino[sqlalchemy]
azure-storage-blob~=12.14
pure-transport==0.2.0
setuptools<81,>=78.1.1
tableauserverclient==0.25
pydoris-custom<1.5,>=1.0.2
hdbcli
great-expectations~=1.0
presidio-analyzer==2.2.358
mlflow-skinny~=3.6.0
requests-ntlm
memory-profiler
sqlalchemy-databricks~=0.1
elasticsearch8~=8.9.0
azure-storage-blob
sqlalchemy-vertica[vertica-python]>=0.0.5
GeoAlchemy2~=0.12
thrift<1,>=0.13
collate-data-diff[vertica]
teradatasqlalchemy==20.0.0.2
kafka-connect-py==0.10.11
pyOpenSSL~=24.1.0
databricks-sdk~=0.20.0
thrift-sasl~=0.4
collate-data-diff[clickhouse]
looker-sdk!=24.18.0,>=22.20.0
sqlalchemy-hana
collate-sqllineage>=2.1.1
numpy<2
google-cloud-monitoring>=2.0.0
sqlalchemy_exasol<6,>=5
google-cloud
cached-property==1.5.2
dagster_graphql>=1.8.0
sqlalchemy-ibmi~=0.9.3
presto-types-parser>=0.0.2
cassandra-driver>=3.28.0
collate-data-diff[mssql]
sqlalchemy-pgspider
pymongo~=4.3
kubernetes>=21.0.0
confluent_kafka<=2.6.1,>=2.1.1
grpcio-tools>=1.47.2
chardet==4.0.0
mypy_extensions>=0.4.3
pyhive[hive_pure_sasl]~=0.7
packaging
google-cloud-logging
requests>=2.23
clickhouse-sqlalchemy~=0.2.0
cramjam~=2.7
google-crc32c
opensearch-py~=2.4.0
gitpython~=3.1.34
collate-dbt-artifacts-parser
collate-data-diff[snowflake]
msal~=1.2
pydomo~=0.3
pyiceberg==0.5.1
impyla[kerberos]~=0.18.0
snowflake-sqlalchemy==1.9.0
python-dateutil>=2.8.1
Jinja2>=2.11.3
tabulate==0.9.0
shapely
pydruid>=0.6.5
collate-data-diff[trino]
google-cloud-datacatalog>=3.6.2
gcsfs~=2023.12.1
protobuf
adlfs>=2023.1.0
sqlalchemy-bigquery~=1.15.0
python-dotenv>=0.19.0
delta-spark<4.0.0,>=3.0.0
croniter<3
google-cloud-storage>=1.43.0
impyla~=0.18.0
psycopg2-binary
collate-data-diff[presto]
jaraco.functools<4.2.0
python-liquid
pyasn1~=0.6.0
typing-inspect
pandas~=2.0.3
PyYAML~=6.0
httpx~=0.28.0
avro<1.12,>=1.11.4
antlr4-python3-runtime==4.11.1
sqlalchemy-cockroachdb~=2.0
lkml~=1.3
simple_salesforce~=1.11
pyarrow~=16.0
pymssql~=2.3.9
spacy<3.8
email-validator>=2.0
collate-data-diff[oracle]
neo4j~=5.3
boto3==1.37.1
cachetools
validators~=0.22.0
sqlalchemy-pytds~=0.3
deltalake<0.20,>=0.19.0
pyspark==3.5.6
authlib>=1.3.1
snowflake-connector-python==3.18.0
sqlalchemy<2,>=1.4.0
giturlparse
cx_Oracle<9,>=8.3.0
asammdf~=7.4.5
jaraco.context==6.0.1

[all-dev-env]
collate-data-diff[mysql]
sqlalchemy-redshift==0.8.12
pydantic<2.12,>=2.7.0,~=2.0
websocket-client~=1.6.1
azure-identity~=1.12
google-cloud-bigtable>=2.0.0
pure-sasl
ijson~=3.4
azure-keyvault-secrets
ndg-httpsclient~=0.5.1
oracledb~=1.2
google-cloud-secret-manager==2.24.0
cryptography>=42.0.0
s3fs~=2023.12.1
aiobotocore~=2.26.0
clickhouse-driver~=0.2
importlib-metadata>=4.13.0
exasol-integration-test-docker-environment<4,>=3.1.0
pymysql~=1.0
pyodbc<5,>=4.0.35
pydantic-settings>=2.7.0,~=2.0
requests-aws4auth~=1.1
scikit-learn~=1.0
couchbase~=4.1
pyathena~=3.25.0
fastavro>=1.2.0
pinotdb~=5.0
jsonpatch<2.0,>=1.24
trino[sqlalchemy]
azure-storage-blob~=12.14
pure-transport==0.2.0
setuptools<81,>=78.1.1
tableauserverclient==0.25
pydoris-custom<1.5,>=1.0.2
hdbcli
great-expectations~=1.0
presidio-analyzer==2.2.358
mlflow-skinny~=3.6.0
requests-ntlm
memory-profiler
sqlalchemy-databricks~=0.1
elasticsearch8~=8.9.0
azure-storage-blob
sqlalchemy-vertica[vertica-python]>=0.0.5
GeoAlchemy2~=0.12
thrift<1,>=0.13
collate-data-diff[vertica]
teradatasqlalchemy==20.0.0.2
kafka-connect-py==0.10.11
pyOpenSSL~=24.1.0
databricks-sdk~=0.20.0
thrift-sasl~=0.4
collate-data-diff[clickhouse]
looker-sdk!=24.18.0,>=22.20.0
sqlalchemy-hana
collate-sqllineage>=2.1.1
numpy<2
google-cloud-monitoring>=2.0.0
sqlalchemy_exasol<6,>=5
google-cloud
cached-property==1.5.2
dagster_graphql>=1.8.0
sqlalchemy-ibmi~=0.9.3
presto-types-parser>=0.0.2
cassandra-driver>=3.28.0
collate-data-diff[mssql]
sqlalchemy-pgspider
pymongo~=4.3
kubernetes>=21.0.0
confluent_kafka<=2.6.1,>=2.1.1
grpcio-tools>=1.47.2
chardet==4.0.0
mypy_extensions>=0.4.3
pyhive[hive_pure_sasl]~=0.7
packaging
google-cloud-logging
requests>=2.23
clickhouse-sqlalchemy~=0.2.0
cramjam~=2.7
google-crc32c
opensearch-py~=2.4.0
gitpython~=3.1.34
collate-dbt-artifacts-parser
collate-data-diff[snowflake]
msal~=1.2
pydomo~=0.3
pyiceberg==0.5.1
impyla[kerberos]~=0.18.0
snowflake-sqlalchemy==1.9.0
python-dateutil>=2.8.1
Jinja2>=2.11.3
tabulate==0.9.0
shapely
pydruid>=0.6.5
collate-data-diff[trino]
google-cloud-datacatalog>=3.6.2
gcsfs~=2023.12.1
protobuf
adlfs>=2023.1.0
sqlalchemy-bigquery~=1.15.0
python-dotenv>=0.19.0
delta-spark<4.0.0,>=3.0.0
croniter<3
google-cloud-storage>=1.43.0
impyla~=0.18.0
psycopg2-binary
collate-data-diff[presto]
jaraco.functools<4.2.0
python-liquid
pyasn1~=0.6.0
typing-inspect
pandas~=2.0.3
PyYAML~=6.0
httpx~=0.28.0
avro<1.12,>=1.11.4
antlr4-python3-runtime==4.11.1
sqlalchemy-cockroachdb~=2.0
lkml~=1.3
simple_salesforce~=1.11
pyarrow~=16.0
spacy<3.8
email-validator>=2.0
collate-data-diff[oracle]
neo4j~=5.3
boto3==1.37.1
cachetools
validators~=0.22.0
sqlalchemy-pytds~=0.3
deltalake<0.20,>=0.19.0
pyspark==3.5.6
authlib>=1.3.1
snowflake-connector-python==3.18.0
sqlalchemy<2,>=1.4.0
giturlparse
cx_Oracle<9,>=8.3.0
asammdf~=7.4.5
jaraco.context==6.0.1

[all-dev-env:python_version < "3.9"]
mysql-connector-python>=8.0.29

[all-dev-env:python_version >= "3.9"]
mysql-connector-python>=9.1

[all:python_version < "3.9"]
mysql-connector-python>=8.0.29

[all:python_version >= "3.9"]
mysql-connector-python>=9.1

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.25.0

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc<5,>=4.0.35

[backup]
azure-identity~=1.12
boto3==1.37.1
azure-storage-blob

[bigquery]
cachetools
google-cloud-datacatalog>=3.6.2
google-cloud-logging
numpy<2
sqlalchemy-bigquery~=1.15.0
pyarrow~=16.0

[bigtable]
google-cloud-bigtable>=2.0.0
numpy<2
pandas~=2.0.3

[cassandra]
cassandra-driver>=3.28.0

[clickhouse]
clickhouse-sqlalchemy~=0.2.0
clickhouse-driver~=0.2
collate-data-diff[clickhouse]

[cockroach]
psycopg2-binary
sqlalchemy-cockroachdb~=2.0

[couchbase]
couchbase~=4.1

[dagster]
croniter<3
psycopg2-binary
pymysql~=1.0
GeoAlchemy2~=0.12
dagster_graphql>=1.8.0

[data-insight]
elasticsearch8~=8.9.0

[databricks]
pyOpenSSL~=24.1.0
databricks-sdk~=0.20.0
pyasn1~=0.6.0
pyhive[hive_pure_sasl]~=0.7
sqlalchemy-databricks~=0.1
ndg-httpsclient~=0.5.1

[datalake-azure]
aiobotocore~=2.26.0
boto3==1.37.1
azure-identity~=1.12
adlfs>=2023.1.0
numpy<2
ijson~=3.4
pandas~=2.0.3
cramjam~=2.7
avro<1.12,>=1.11.4
fastavro>=1.2.0
asammdf~=7.4.5
pyarrow~=16.0
azure-storage-blob~=12.14

[datalake-gcs]
aiobotocore~=2.26.0
google-cloud-storage>=1.43.0
boto3==1.37.1
gcsfs~=2023.12.1
numpy<2
ijson~=3.4
pandas~=2.0.3
cramjam~=2.7
avro<1.12,>=1.11.4
google-cloud-monitoring>=2.0.0
fastavro>=1.2.0
asammdf~=7.4.5
pyarrow~=16.0

[datalake-s3]
aiobotocore~=2.26.0
boto3==1.37.1
numpy<2
ijson~=3.4
pandas~=2.0.3
cramjam~=2.7
avro<1.12,>=1.11.4
fastavro>=1.2.0
asammdf~=7.4.5
pyarrow~=16.0
s3fs~=2023.12.1

[db2]
ibm-db-sa~=0.4.1
ibm-db>=3.2.6

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

[dbt]
google-cloud-storage>=1.43.0
boto3==1.37.1
azure-identity~=1.12
collate-dbt-artifacts-parser
google-cloud
azure-storage-blob~=12.14

[deltalake]
deltalake<0.20,>=0.19.0
pyspark==3.5.6
delta-spark<4.0.0,>=3.0.0

[deltalake-spark]
pyspark==3.5.6
delta-spark<4.0.0,>=3.0.0

[deltalake-storage]
deltalake<0.20,>=0.19.0

[dev]
datamodel-code-generator==0.25.6
boto3-stubs
uvloop==0.21.0
cachetools
grpcio-tools>=1.47.2
presidio-analyzer==2.2.358
isort
pycln
build
sqlalchemy-bigquery~=1.15.0
twine
avro<1.12,>=1.11.4
black==22.3.0
pylint~=3.2.0
pre-commit
mypy-boto3-glue

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

[doris]
pydoris-custom<1.5,>=1.0.2

[druid]
pydruid>=0.6.5

[dynamodb]
boto3==1.37.1

[e2e_test]
pytest-base-url
pytest-playwright

[elasticsearch]
elasticsearch8~=8.9.0

[exasol]
sqlalchemy_exasol<6,>=5
exasol-integration-test-docker-environment<4,>=3.1.0

[glue]
boto3==1.37.1

[great-expectations]
great-expectations~=0.18.0

[great-expectations-1xx]
great-expectations~=1.0

[greenplum]
packaging
pymysql~=1.0
GeoAlchemy2~=0.12
psycopg2-binary

[hive]
thrift<1,>=0.13
pure-transport==0.2.0
impyla~=0.18.0
thrift-sasl~=0.4
pyhive[hive_pure_sasl]~=0.7
pure-sasl
presto-types-parser>=0.0.2

[iceberg]
pyiceberg==0.5.1
pydantic<2.12,>=2.7.0,~=2.0
gcsfs~=2023.12.1
adlfs>=2023.1.0
pyarrow~=16.0

[impala]
thrift<1,>=0.13
pure-sasl
impyla[kerberos]~=0.18.0
thrift-sasl~=0.4
presto-types-parser>=0.0.2

[kafka]
avro<1.12,>=1.11.4
fastavro>=1.2.0
confluent_kafka<=2.6.1,>=2.1.1
grpcio-tools>=1.47.2
protobuf

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3==1.37.1

[looker]
python-liquid
looker-sdk!=24.18.0,>=22.20.0
gitpython~=3.1.34
lkml~=1.3
giturlparse

[mlflow]
mlflow-skinny~=3.6.0

[mongo]
numpy<2
pandas~=2.0.3
pymongo~=4.3

[mssql]
collate-data-diff[mssql]
sqlalchemy-pytds~=0.3

[mssql-odbc]
collate-data-diff[mssql]
pyodbc<5,>=4.0.35

[mysql]
pymysql~=1.0
collate-data-diff[mysql]

[nifi]

[openlineage]
avro<1.12,>=1.11.4
fastavro>=1.2.0
confluent_kafka<=2.6.1,>=2.1.1
grpcio-tools>=1.47.2
protobuf

[opensearch]
opensearch-py~=2.4.0

[oracle]
cx_Oracle<9,>=8.3.0
collate-data-diff[oracle]
oracledb~=1.2

[pandas]
numpy<2
pandas~=2.0.3

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

[pii-processor]
spacy<3.8
numpy<2
pandas~=2.0.3
presidio-analyzer==2.2.358

[pinotdb]
pinotdb~=5.0

[playwright]
collate-data-diff[mysql]
confluent_kafka<=2.6.1,>=2.1.1
grpcio-tools>=1.47.2
sqlalchemy-redshift==0.8.12
packaging
google-cloud-logging
azure-identity~=1.12
ijson~=3.4
cramjam~=2.7
collate-dbt-artifacts-parser
collate-data-diff[snowflake]
s3fs~=2023.12.1
attrs
snowflake-sqlalchemy==1.9.0
aiobotocore~=2.26.0
pymysql~=1.0
google-cloud-datacatalog>=3.6.2
protobuf
sqlalchemy-bigquery~=1.15.0
fastavro>=1.2.0
azure-storage-blob~=12.14
google-cloud-storage>=1.43.0
pytest-base-url
psycopg2-binary
presidio-analyzer==2.2.358
mlflow-skinny~=3.6.0
pytest-playwright
pandas~=2.0.3
avro<1.12,>=1.11.4
opentelemetry-exporter-otlp==1.37.0
GeoAlchemy2~=0.12
pyarrow~=16.0
cachetools
apache-airflow==3.1.5
boto3==1.37.1
numpy<2
google-cloud
asammdf~=7.4.5

[postgres]
packaging
pymysql~=1.0
GeoAlchemy2~=0.12
psycopg2-binary

[powerbi]
google-cloud-storage>=1.43.0
boto3==1.37.1
azure-identity~=1.12
msal~=1.2
azure-storage-blob~=12.14

[presidio-analyzer]
presidio-analyzer==2.2.358

[presto]
pyhive[hive_pure_sasl]~=0.7
pure-transport==0.2.0
collate-data-diff[presto]
presto-types-parser>=0.0.2

[pyarrow]
pyarrow~=16.0

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3==1.37.1

[redash]
packaging

[redpanda]
avro<1.12,>=1.11.4
fastavro>=1.2.0
confluent_kafka<=2.6.1,>=2.1.1
grpcio-tools>=1.47.2
protobuf

[redshift]
GeoAlchemy2~=0.12
sqlalchemy-redshift==0.8.12
psycopg2-binary

[sagemaker]
boto3==1.37.1

[salesforce]
simple_salesforce~=1.11
authlib>=1.3.1

[sample-data]
cachetools
grpcio-tools>=1.47.2
presidio-analyzer==2.2.358
sqlalchemy-bigquery~=1.15.0
avro<1.12,>=1.11.4

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
collate-data-diff[mysql]
sqlalchemy-redshift==0.8.12
pydantic<2.12,>=2.7.0,~=2.0
websocket-client~=1.6.1
azure-identity~=1.12
google-cloud-bigtable>=2.0.0
pure-sasl
ijson~=3.4
azure-keyvault-secrets
ndg-httpsclient~=0.5.1
oracledb~=1.2
google-cloud-secret-manager==2.24.0
cryptography>=42.0.0
s3fs~=2023.12.1
aiobotocore~=2.26.0
clickhouse-driver~=0.2
importlib-metadata>=4.13.0
exasol-integration-test-docker-environment<4,>=3.1.0
pymysql~=1.0
pyodbc<5,>=4.0.35
pydantic-settings>=2.7.0,~=2.0
requests-aws4auth~=1.1
couchbase~=4.1
pyathena~=3.25.0
fastavro>=1.2.0
pinotdb~=5.0
jsonpatch<2.0,>=1.24
trino[sqlalchemy]
azure-storage-blob~=12.14
pure-transport==0.2.0
setuptools<81,>=78.1.1
tableauserverclient==0.25
pydoris-custom<1.5,>=1.0.2
hdbcli
great-expectations~=1.0
presidio-analyzer==2.2.358
mlflow-skinny~=3.6.0
requests-ntlm
memory-profiler
sqlalchemy-databricks~=0.1
elasticsearch8~=8.9.0
azure-storage-blob
sqlalchemy-vertica[vertica-python]>=0.0.5
GeoAlchemy2~=0.12
thrift<1,>=0.13
collate-data-diff[vertica]
teradatasqlalchemy==20.0.0.2
kafka-connect-py==0.10.11
pyOpenSSL~=24.1.0
databricks-sdk~=0.20.0
thrift-sasl~=0.4
collate-data-diff[clickhouse]
looker-sdk!=24.18.0,>=22.20.0
sqlalchemy-hana
collate-sqllineage>=2.1.1
numpy<2
google-cloud-monitoring>=2.0.0
sqlalchemy_exasol<6,>=5
google-cloud
cached-property==1.5.2
dagster_graphql>=1.8.0
sqlalchemy-ibmi~=0.9.3
presto-types-parser>=0.0.2
cassandra-driver>=3.28.0
collate-data-diff[mssql]
sqlalchemy-pgspider
pymongo~=4.3
kubernetes>=21.0.0
confluent_kafka<=2.6.1,>=2.1.1
grpcio-tools>=1.47.2
chardet==4.0.0
mypy_extensions>=0.4.3
pyhive[hive_pure_sasl]~=0.7
packaging
google-cloud-logging
requests>=2.23
clickhouse-sqlalchemy~=0.2.0
cramjam~=2.7
google-crc32c
opensearch-py~=2.4.0
gitpython~=3.1.34
collate-dbt-artifacts-parser
collate-data-diff[snowflake]
msal~=1.2
pydomo~=0.3
pyiceberg==0.5.1
impyla[kerberos]~=0.18.0
snowflake-sqlalchemy==1.9.0
python-dateutil>=2.8.1
Jinja2>=2.11.3
tabulate==0.9.0
shapely
pydruid>=0.6.5
collate-data-diff[trino]
google-cloud-datacatalog>=3.6.2
gcsfs~=2023.12.1
protobuf
adlfs>=2023.1.0
sqlalchemy-bigquery~=1.15.0
python-dotenv>=0.19.0
croniter<3
google-cloud-storage>=1.43.0
impyla~=0.18.0
psycopg2-binary
collate-data-diff[presto]
jaraco.functools<4.2.0
python-liquid
pyasn1~=0.6.0
typing-inspect
pandas~=2.0.3
PyYAML~=6.0
httpx~=0.28.0
avro<1.12,>=1.11.4
antlr4-python3-runtime==4.11.1
sqlalchemy-cockroachdb~=2.0
lkml~=1.3
simple_salesforce~=1.11
pyarrow~=16.0
pymssql~=2.3.9
spacy<3.8
email-validator>=2.0
collate-data-diff[oracle]
neo4j~=5.3
boto3==1.37.1
cachetools
validators~=0.22.0
sqlalchemy-pytds~=0.3
deltalake<0.20,>=0.19.0
authlib>=1.3.1
snowflake-connector-python==3.18.0
sqlalchemy<2,>=1.4.0
giturlparse
cx_Oracle<9,>=8.3.0
asammdf~=7.4.5
jaraco.context==6.0.1

[slim:python_version < "3.9"]
mysql-connector-python>=8.0.29

[slim:python_version >= "3.9"]
mysql-connector-python>=9.1

[snowflake]
snowflake-sqlalchemy==1.9.0
collate-data-diff[snowflake]

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

[tableau]
packaging
tableauserverclient==0.25
validators~=0.22.0

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
collate-data-diff[mysql]
sqlalchemy-redshift==0.8.12
google-cloud-bigtable>=2.0.0
ijson~=3.4
oracledb~=1.2
s3fs~=2023.12.1
aiobotocore~=2.26.0
clickhouse-driver~=0.2
freezegun
exasol-integration-test-docker-environment<4,>=3.1.0
pymysql~=1.0
faker==37.1.0
locust~=2.32.0
scikit-learn~=1.0
fastavro>=1.2.0
pyathena~=3.25.0
trino[sqlalchemy]
tableauserverclient==0.25
pydoris-custom<1.5,>=1.0.2
boto3-stubs
pytest==7.0.1
presidio-analyzer==2.2.358
mlflow-skinny~=3.6.0
sqlalchemy-databricks~=0.1
elasticsearch8~=8.9.0
GeoAlchemy2~=0.12
minio==7.2.5
great-expectations~=0.18.0
kafka-connect-py==0.10.11
databricks-sdk~=0.20.0
basedpyright~=1.14
looker-sdk!=24.18.0,>=22.20.0
collate-data-diff[clickhouse]
numpy<2
google-cloud-monitoring>=2.0.0
sqlalchemy_exasol<6,>=5
factory-boy~=3.3.3
dagster_graphql>=1.8.0
sqlalchemy-pgspider
cassandra-driver>=3.28.0
collate-data-diff[mssql]
pytest-cov
pymongo~=4.3
grpcio-tools>=1.47.2
confluent_kafka<=2.6.1,>=2.1.1
pyhive[hive_pure_sasl]~=0.7
google-cloud-logging
clickhouse-sqlalchemy~=0.2.0
coverage
opensearch-py~=2.4.0
cramjam~=2.7
collate-dbt-artifacts-parser
pydomo~=0.3
snowflake-sqlalchemy==1.9.0
pyiceberg==0.5.1
pytest-order
google-cloud-datacatalog>=3.6.2
gcsfs~=2023.12.1
protobuf
dirty-equals
sqlalchemy-bigquery~=1.15.0
delta-spark<4.0.0,>=3.0.0
croniter<3
google-cloud-storage>=1.43.0
psycopg2-binary
python-liquid
pandas~=2.0.3
opentelemetry-exporter-otlp==1.37.0
avro<1.12,>=1.11.4
sqlalchemy-cockroachdb~=2.0
lkml~=1.3
pyarrow~=16.0
mypy-boto3-glue
spacy<3.8
collate-data-diff[oracle]
neo4j~=5.3
apache-airflow==3.1.5
boto3==1.37.1
requests<3,>=2.31.0
cachetools
validators~=0.22.0
sqlalchemy-pytds~=0.3
kafka-python==2.0.2
deltalake<0.20,>=0.19.0
pyspark==3.5.6
giturlparse
cx_Oracle<9,>=8.3.0
asammdf~=7.4.5

[test-unit]
pytest-rerunfailures
pytest-cov
pytest==7.0.1
pytest-order
faker==37.1.0
dirty-equals
factory-boy~=3.3.3
testcontainers

[test:python_version < "3.9"]
testcontainers==3.7.1

[test:python_version >= "3.9"]
testcontainers~=4.8.0

[trino]
collate-data-diff[trino]
trino[sqlalchemy]

[vertica]
collate-data-diff[vertica]
sqlalchemy-vertica[vertica-python]>=0.0.5
