azure-keyvault-secrets
antlr4-python3-runtime==4.9.2
jsonpatch<2.0,>=1.24
mypy_extensions>=0.4.3
python-dotenv>=0.19.0
python-dateutil>=2.8.1
azure-identity~=1.12
jaraco.context==6.0.1
typing-inspect
collate-sqllineage>=2.0.2
pymysql~=1.0
chardet==4.0.0
Jinja2>=2.11.3
kubernetes>=21.0.0
google-crc32c
setuptools<81,>=78.1.1
google-cloud-secret-manager==2.24.0
collate-data-diff>=0.11.9
boto3~=1.41.5
cryptography>=42.0.0
email-validator>=2.0
requests-aws4auth~=1.1
cached-property==1.5.2
shapely
jaraco.functools<4.2.0
importlib-metadata>=4.13.0
pydantic-settings>=2.7.0,~=2.0
tabulate==0.9.0
httpx~=0.28.0
packaging
snowflake-connector-python~=3.18.0
sqlalchemy<2,>=1.4.0
pydantic<2.12,>=2.7.0,~=2.0
PyYAML~=6.0
requests>=2.23
memory-profiler

[: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
attrs
opentelemetry-exporter-otlp==1.37.0

[all]
fastavro>=1.2.0
pyiceberg==0.5.1
antlr4-python3-runtime==4.9.2
clickhouse-sqlalchemy~=0.2.0
sqlalchemy-hana
google-cloud-bigtable>=2.0.0
grpcio-tools>=1.47.2
thrift<1,>=0.13
adlfs>=2023.1.0
python-dotenv>=0.19.0
numpy<2
python-dateutil>=2.8.1
looker-sdk!=24.18.0,>=22.20.0
presidio-analyzer==2.2.358
aiobotocore~=2.26.0
opensearch-py~=2.4.0
s3fs~=2023.12.1
impyla[kerberos]~=0.18.0
chardet==4.0.0
Jinja2>=2.11.3
kubernetes>=21.0.0
confluent_kafka<=2.6.1,>=2.1.1
thrift-sasl~=0.4
teradatasqlalchemy==20.0.0.2
pydruid>=0.6.5
pure-transport==0.2.0
collate-data-diff[vertica]
pyasn1~=0.6.0
google-cloud-storage>=1.43.0
msal~=1.2
google-cloud-secret-manager==2.24.0
collate-data-diff>=0.11.9
requests-aws4auth~=1.1
pyathena~=3.25.0
presto-types-parser>=0.0.2
google-cloud-monitoring>=2.0.0
couchbase~=4.1
collate-data-diff[mysql]
cassandra-driver>=3.28.0
jaraco.functools<4.2.0
impyla~=0.18.0
pydantic-settings>=2.7.0,~=2.0
tabulate==0.9.0
psycopg2-binary
websocket-client~=1.6.1
great-expectations~=1.0
protobuf
oracledb~=1.2
exasol-integration-test-docker-environment<4,>=3.1.0
croniter<3
deltalake<0.20,>=0.19.0
snowflake-sqlalchemy~=1.4
ndg-httpsclient~=0.5.1
pydomo~=0.3
cachetools
azure-storage-blob~=12.14
azure-storage-blob
google-cloud-datacatalog>=3.6.2
trino[sqlalchemy]
pydantic<2.12,>=2.7.0,~=2.0
PyYAML~=6.0
pyarrow~=16.0
pydoris-custom<1.5,>=1.0.2
authlib>=1.3.1
databricks-sdk~=0.20.0
cryptography>=42.0.0
simple_salesforce~=1.11
pandas~=2.0.3
azure-keyvault-secrets
jsonpatch<2.0,>=1.24
pyodbc<5,>=4.0.35
google-cloud
elasticsearch8~=8.9.0
lkml~=1.3
mypy_extensions>=0.4.3
sqlalchemy-ibmi~=0.9.3
pyOpenSSL~=24.1.0
pure-sasl
kafka-connect-py==0.10.11
mlflow-skinny~=3.6.0
tableauserverclient==0.25
sqlalchemy-vertica[vertica-python]>=0.0.5
azure-identity~=1.12
clickhouse-driver~=0.2
validators~=0.22.0
jaraco.context==6.0.1
dagster_graphql>=1.8.0
typing-inspect
google-cloud-logging
collate-data-diff[trino]
collate-sqllineage>=2.0.2
sqlalchemy-redshift==0.8.12
pymysql~=1.0
google-crc32c
sqlalchemy_exasol<6,>=5
setuptools<81,>=78.1.1
gcsfs~=2023.12.1
collate-data-diff[presto]
collate-dbt-artifacts-parser
pyspark==3.5.6
boto3~=1.41.5
scikit-learn~=1.0
email-validator>=2.0
collate-data-diff[mssql]
cached-property==1.5.2
shapely
sqlalchemy-databricks~=0.1
importlib-metadata>=4.13.0
GeoAlchemy2~=0.12
cx_Oracle<9,>=8.3.0
pyhive[hive_pure_sasl]~=0.7
ijson~=3.4
avro<1.12,>=1.11.4
pinotdb~=5.0
collate-data-diff[clickhouse]
httpx~=0.28.0
delta-spark<4.0.0,>=3.0.0
spacy<3.8
requests-ntlm
sqlalchemy-cockroachdb~=2.0
packaging
python-liquid
sqlalchemy-pytds~=0.3
snowflake-connector-python~=3.18.0
hdbcli
collate-data-diff[snowflake]
neo4j~=5.3
sqlalchemy-bigquery~=1.15.0
cramjam~=2.7
sqlalchemy<2,>=1.4.0
asammdf~=7.4.5
sqlalchemy-pgspider
gitpython~=3.1.34
giturlparse
collate-data-diff[oracle]
pymssql~=2.3.9
requests>=2.23
memory-profiler
pymongo~=4.3

[all-dev-env]
fastavro>=1.2.0
pyiceberg==0.5.1
antlr4-python3-runtime==4.9.2
clickhouse-sqlalchemy~=0.2.0
sqlalchemy-hana
google-cloud-bigtable>=2.0.0
grpcio-tools>=1.47.2
thrift<1,>=0.13
adlfs>=2023.1.0
python-dotenv>=0.19.0
numpy<2
python-dateutil>=2.8.1
looker-sdk!=24.18.0,>=22.20.0
presidio-analyzer==2.2.358
aiobotocore~=2.26.0
opensearch-py~=2.4.0
s3fs~=2023.12.1
impyla[kerberos]~=0.18.0
chardet==4.0.0
Jinja2>=2.11.3
kubernetes>=21.0.0
confluent_kafka<=2.6.1,>=2.1.1
thrift-sasl~=0.4
teradatasqlalchemy==20.0.0.2
pydruid>=0.6.5
pure-transport==0.2.0
collate-data-diff[vertica]
pyasn1~=0.6.0
google-cloud-storage>=1.43.0
msal~=1.2
google-cloud-secret-manager==2.24.0
collate-data-diff>=0.11.9
requests-aws4auth~=1.1
pyathena~=3.25.0
presto-types-parser>=0.0.2
google-cloud-monitoring>=2.0.0
couchbase~=4.1
collate-data-diff[mysql]
cassandra-driver>=3.28.0
jaraco.functools<4.2.0
impyla~=0.18.0
pydantic-settings>=2.7.0,~=2.0
tabulate==0.9.0
psycopg2-binary
websocket-client~=1.6.1
great-expectations~=1.0
protobuf
oracledb~=1.2
exasol-integration-test-docker-environment<4,>=3.1.0
croniter<3
deltalake<0.20,>=0.19.0
snowflake-sqlalchemy~=1.4
ndg-httpsclient~=0.5.1
pydomo~=0.3
cachetools
azure-storage-blob~=12.14
azure-storage-blob
google-cloud-datacatalog>=3.6.2
trino[sqlalchemy]
pydantic<2.12,>=2.7.0,~=2.0
PyYAML~=6.0
pyarrow~=16.0
pydoris-custom<1.5,>=1.0.2
authlib>=1.3.1
databricks-sdk~=0.20.0
cryptography>=42.0.0
simple_salesforce~=1.11
pandas~=2.0.3
azure-keyvault-secrets
jsonpatch<2.0,>=1.24
pyodbc<5,>=4.0.35
google-cloud
elasticsearch8~=8.9.0
lkml~=1.3
mypy_extensions>=0.4.3
sqlalchemy-ibmi~=0.9.3
pyOpenSSL~=24.1.0
pure-sasl
kafka-connect-py==0.10.11
mlflow-skinny~=3.6.0
tableauserverclient==0.25
sqlalchemy-vertica[vertica-python]>=0.0.5
azure-identity~=1.12
clickhouse-driver~=0.2
validators~=0.22.0
jaraco.context==6.0.1
dagster_graphql>=1.8.0
typing-inspect
google-cloud-logging
collate-data-diff[trino]
collate-sqllineage>=2.0.2
sqlalchemy-redshift==0.8.12
pymysql~=1.0
google-crc32c
sqlalchemy_exasol<6,>=5
setuptools<81,>=78.1.1
gcsfs~=2023.12.1
collate-data-diff[presto]
collate-dbt-artifacts-parser
pyspark==3.5.6
boto3~=1.41.5
scikit-learn~=1.0
email-validator>=2.0
collate-data-diff[mssql]
cached-property==1.5.2
shapely
sqlalchemy-databricks~=0.1
importlib-metadata>=4.13.0
GeoAlchemy2~=0.12
cx_Oracle<9,>=8.3.0
pyhive[hive_pure_sasl]~=0.7
ijson~=3.4
avro<1.12,>=1.11.4
pinotdb~=5.0
collate-data-diff[clickhouse]
httpx~=0.28.0
delta-spark<4.0.0,>=3.0.0
spacy<3.8
requests-ntlm
sqlalchemy-cockroachdb~=2.0
packaging
python-liquid
sqlalchemy-pytds~=0.3
snowflake-connector-python~=3.18.0
hdbcli
collate-data-diff[snowflake]
neo4j~=5.3
sqlalchemy-bigquery~=1.15.0
cramjam~=2.7
sqlalchemy<2,>=1.4.0
asammdf~=7.4.5
sqlalchemy-pgspider
gitpython~=3.1.34
giturlparse
collate-data-diff[oracle]
requests>=2.23
memory-profiler
pymongo~=4.3

[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]
boto3~=1.41.5
azure-identity~=1.12
azure-storage-blob

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

[datalake-azure]
pandas~=2.0.3
fastavro>=1.2.0
boto3~=1.41.5
aiobotocore~=2.26.0
azure-storage-blob~=12.14
cramjam~=2.7
adlfs>=2023.1.0
asammdf~=7.4.5
numpy<2
pyarrow~=16.0
ijson~=3.4
avro<1.12,>=1.11.4
azure-identity~=1.12

[datalake-gcs]
pandas~=2.0.3
gcsfs~=2023.12.1
google-cloud-storage>=1.43.0
fastavro>=1.2.0
boto3~=1.41.5
aiobotocore~=2.26.0
google-cloud-monitoring>=2.0.0
cramjam~=2.7
asammdf~=7.4.5
numpy<2
pyarrow~=16.0
ijson~=3.4
avro<1.12,>=1.11.4

[datalake-s3]
pandas~=2.0.3
fastavro>=1.2.0
boto3~=1.41.5
aiobotocore~=2.26.0
cramjam~=2.7
asammdf~=7.4.5
s3fs~=2023.12.1
numpy<2
pyarrow~=16.0
ijson~=3.4
avro<1.12,>=1.11.4

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

[dbt]
google-cloud
collate-dbt-artifacts-parser
google-cloud-storage>=1.43.0
boto3~=1.41.5
azure-storage-blob~=12.14
azure-identity~=1.12

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

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

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

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

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

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

[druid]
pydruid>=0.6.5

[dynamodb]
boto3~=1.41.5

[e2e_test]
pytest-playwright
pytest-base-url

[elasticsearch]
elasticsearch8~=8.9.0

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

[glue]
boto3~=1.41.5

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
pandas~=2.0.3
numpy<2

[pgspider]
sqlalchemy-pgspider
psycopg2-binary

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

[pinotdb]
pinotdb~=5.0

[playwright]
fastavro>=1.2.0
pandas~=2.0.3
google-cloud
pytest-playwright
grpcio-tools>=1.47.2
mlflow-skinny~=3.6.0
numpy<2
pytest-base-url
azure-identity~=1.12
google-cloud-logging
aiobotocore~=2.26.0
sqlalchemy-redshift==0.8.12
confluent_kafka<=2.6.1,>=2.1.1
pymysql~=1.0
s3fs~=2023.12.1
google-cloud-storage>=1.43.0
collate-dbt-artifacts-parser
boto3~=1.41.5
collate-data-diff[mysql]
GeoAlchemy2~=0.12
ijson~=3.4
avro<1.12,>=1.11.4
psycopg2-binary
attrs
protobuf
packaging
snowflake-sqlalchemy~=1.4
opentelemetry-exporter-otlp==1.37.0
collate-data-diff[snowflake]
sqlalchemy-bigquery~=1.15.0
cachetools
cramjam~=2.7
google-cloud-datacatalog>=3.6.2
azure-storage-blob~=12.14
asammdf~=7.4.5
pyarrow~=16.0
apache-airflow==3.1.5
presidio-analyzer==2.2.358

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

[powerbi]
google-cloud-storage>=1.43.0
msal~=1.2
boto3~=1.41.5
azure-storage-blob~=12.14
azure-identity~=1.12

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[pyarrow]
pyarrow~=16.0

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3~=1.41.5

[redash]
packaging

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

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

[sagemaker]
boto3~=1.41.5

[salesforce]
authlib>=1.3.1
simple_salesforce~=1.11

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

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
fastavro>=1.2.0
pyiceberg==0.5.1
antlr4-python3-runtime==4.9.2
clickhouse-sqlalchemy~=0.2.0
sqlalchemy-hana
google-cloud-bigtable>=2.0.0
grpcio-tools>=1.47.2
thrift<1,>=0.13
adlfs>=2023.1.0
python-dotenv>=0.19.0
numpy<2
python-dateutil>=2.8.1
looker-sdk!=24.18.0,>=22.20.0
presidio-analyzer==2.2.358
aiobotocore~=2.26.0
opensearch-py~=2.4.0
s3fs~=2023.12.1
impyla[kerberos]~=0.18.0
chardet==4.0.0
Jinja2>=2.11.3
kubernetes>=21.0.0
confluent_kafka<=2.6.1,>=2.1.1
thrift-sasl~=0.4
teradatasqlalchemy==20.0.0.2
pydruid>=0.6.5
pure-transport==0.2.0
collate-data-diff[vertica]
pyasn1~=0.6.0
google-cloud-storage>=1.43.0
msal~=1.2
google-cloud-secret-manager==2.24.0
collate-data-diff>=0.11.9
requests-aws4auth~=1.1
pyathena~=3.25.0
presto-types-parser>=0.0.2
google-cloud-monitoring>=2.0.0
couchbase~=4.1
collate-data-diff[mysql]
cassandra-driver>=3.28.0
jaraco.functools<4.2.0
impyla~=0.18.0
pydantic-settings>=2.7.0,~=2.0
tabulate==0.9.0
psycopg2-binary
websocket-client~=1.6.1
great-expectations~=1.0
protobuf
oracledb~=1.2
exasol-integration-test-docker-environment<4,>=3.1.0
croniter<3
deltalake<0.20,>=0.19.0
snowflake-sqlalchemy~=1.4
ndg-httpsclient~=0.5.1
pydomo~=0.3
cachetools
azure-storage-blob~=12.14
azure-storage-blob
google-cloud-datacatalog>=3.6.2
trino[sqlalchemy]
pydantic<2.12,>=2.7.0,~=2.0
PyYAML~=6.0
pyarrow~=16.0
pydoris-custom<1.5,>=1.0.2
authlib>=1.3.1
databricks-sdk~=0.20.0
cryptography>=42.0.0
simple_salesforce~=1.11
pandas~=2.0.3
azure-keyvault-secrets
jsonpatch<2.0,>=1.24
pyodbc<5,>=4.0.35
google-cloud
elasticsearch8~=8.9.0
lkml~=1.3
mypy_extensions>=0.4.3
sqlalchemy-ibmi~=0.9.3
pyOpenSSL~=24.1.0
pure-sasl
kafka-connect-py==0.10.11
mlflow-skinny~=3.6.0
tableauserverclient==0.25
sqlalchemy-vertica[vertica-python]>=0.0.5
azure-identity~=1.12
clickhouse-driver~=0.2
validators~=0.22.0
jaraco.context==6.0.1
dagster_graphql>=1.8.0
typing-inspect
google-cloud-logging
collate-data-diff[trino]
collate-sqllineage>=2.0.2
sqlalchemy-redshift==0.8.12
pymysql~=1.0
google-crc32c
sqlalchemy_exasol<6,>=5
setuptools<81,>=78.1.1
gcsfs~=2023.12.1
collate-data-diff[presto]
collate-dbt-artifacts-parser
boto3~=1.41.5
email-validator>=2.0
collate-data-diff[mssql]
cached-property==1.5.2
shapely
sqlalchemy-databricks~=0.1
importlib-metadata>=4.13.0
GeoAlchemy2~=0.12
cx_Oracle<9,>=8.3.0
pyhive[hive_pure_sasl]~=0.7
ijson~=3.4
avro<1.12,>=1.11.4
pinotdb~=5.0
collate-data-diff[clickhouse]
httpx~=0.28.0
spacy<3.8
requests-ntlm
sqlalchemy-cockroachdb~=2.0
packaging
python-liquid
sqlalchemy-pytds~=0.3
snowflake-connector-python~=3.18.0
hdbcli
collate-data-diff[snowflake]
neo4j~=5.3
sqlalchemy-bigquery~=1.15.0
cramjam~=2.7
sqlalchemy<2,>=1.4.0
asammdf~=7.4.5
sqlalchemy-pgspider
gitpython~=3.1.34
giturlparse
collate-data-diff[oracle]
pymssql~=2.3.9
requests>=2.23
memory-profiler
pymongo~=4.3

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

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

[snowflake]
collate-data-diff[snowflake]
snowflake-sqlalchemy~=1.4

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
fastavro>=1.2.0
pyiceberg==0.5.1
clickhouse-sqlalchemy~=0.2.0
dirty-equals
google-cloud-bigtable>=2.0.0
grpcio-tools>=1.47.2
kafka-python==2.0.2
factory-boy~=3.3.3
numpy<2
looker-sdk!=24.18.0,>=22.20.0
aiobotocore~=2.26.0
requests<3,>=2.31.0
opensearch-py~=2.4.0
s3fs~=2023.12.1
confluent_kafka<=2.6.1,>=2.1.1
pytest-order
google-cloud-storage>=1.43.0
pyathena~=3.25.0
collate-data-diff[mysql]
google-cloud-monitoring>=2.0.0
faker==37.1.0
cassandra-driver>=3.28.0
psycopg2-binary
protobuf
oracledb~=1.2
exasol-integration-test-docker-environment<4,>=3.1.0
boto3-stubs
deltalake<0.20,>=0.19.0
snowflake-sqlalchemy~=1.4
pydomo~=0.3
croniter<3
cachetools
trino[sqlalchemy]
google-cloud-datacatalog>=3.6.2
apache-airflow==3.1.5
freezegun
pyarrow~=16.0
pydoris-custom<1.5,>=1.0.2
databricks-sdk~=0.20.0
pandas~=2.0.3
elasticsearch8~=8.9.0
lkml~=1.3
great-expectations~=0.18.0
locust~=2.32.0
mlflow-skinny~=3.6.0
kafka-connect-py==0.10.11
tableauserverclient==0.25
clickhouse-driver~=0.2
validators~=0.22.0
dagster_graphql>=1.8.0
google-cloud-logging
minio==7.2.5
sqlalchemy-redshift==0.8.12
pymysql~=1.0
sqlalchemy_exasol<6,>=5
pytest==7.0.1
coverage
gcsfs~=2023.12.1
collate-dbt-artifacts-parser
pytest-cov
scikit-learn~=1.0
basedpyright~=1.14
boto3~=1.41.5
pyspark==3.5.6
collate-data-diff[mssql]
cx_Oracle<9,>=8.3.0
sqlalchemy-databricks~=0.1
GeoAlchemy2~=0.12
pyhive[hive_pure_sasl]~=0.7
avro<1.12,>=1.11.4
spacy<3.8
ijson~=3.4
delta-spark<4.0.0,>=3.0.0
collate-data-diff[clickhouse]
sqlalchemy-cockroachdb~=2.0
python-liquid
sqlalchemy-pytds~=0.3
opentelemetry-exporter-otlp==1.37.0
neo4j~=5.3
sqlalchemy-bigquery~=1.15.0
mypy-boto3-glue
cramjam~=2.7
asammdf~=7.4.5
sqlalchemy-pgspider
collate-data-diff[oracle]
giturlparse
presidio-analyzer==2.2.358
pymongo~=4.3

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

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

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

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

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