typing-inspect
requests>=2.23
pydantic-settings>=2.7.0,~=2.0
kubernetes<36,>=21.0.0
collate-sqllineage>=2.1.3
google-cloud-secret-manager==2.24.0
pymysql~=1.0
pydantic<2.12,>=2.7.0,~=2.0
httpx~=0.28.0
Jinja2>=2.11.3
jaraco.functools<4.2.0
python-dateutil>=2.8.1
azure-identity~=1.12
setuptools>=78.1.1
PyYAML~=6.0
chardet==4.0.0
python-dotenv>=0.19.0
memory-profiler
antlr4-python3-runtime==4.9.2
requests-aws4auth~=1.1
shapely
tenacity<10,>=8.0
azure-keyvault-secrets
jaraco.context>=6.1.0
cached-property==1.5.2
mypy_extensions>=0.4.3
sqlalchemy<2,>=1.4.0
tabulate==0.9.0
google-crc32c
boto3~=1.41.5
collate-data-diff>=0.11.11
dbt-extractor>=0.5.0
email-validator>=2.0
importlib-metadata>=4.13.0
packaging
jsonpatch<2.0,>=1.24
cryptography>=46.0.5

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

[all]
sqlalchemy-pytds~=0.3
neo4j~=5.3
presidio-analyzer==2.2.358
adlfs>=2023.1.0
collate-sqllineage>=2.1.3
sqlalchemy-pgspider
looker-sdk!=24.18.0,>=22.20.0
snowflake-sqlalchemy>=1.8.0
pymysql~=1.0
pyiceberg==0.5.1
httpx~=0.28.0
simple_salesforce~=1.11
pydruid>=0.6.5
collate-data-diff[vertica]
gcsfs~=2023.12.1
Jinja2>=2.11.3
jaraco.functools<4.2.0
cassandra-driver>=3.28.0
trino[sqlalchemy]
setuptools>=78.1.1
ijson~=3.4
couchbase~=4.1
PyYAML~=6.0
google-cloud-logging
cx_Oracle<9,>=8.3.0
pydoris-custom<1.5,>=1.0.2
python-dotenv>=0.19.0
pyOpenSSL>=26.0.0
pyodbc<5,>=4.0.35
delta-spark<4.0.0,>=3.0.0
memory-profiler
antlr4-python3-runtime==4.9.2
google-cloud-storage>=1.43.0
shapely
sqlalchemy-cockroachdb~=2.0
lkml~=1.3
gitpython~=3.1.34
tenacity<10,>=8.0
GeoAlchemy2~=0.12
ndg-httpsclient~=0.5.1
kafka-connect-py==0.10.11
python-liquid
cramjam~=2.7
validators~=0.22.0
impyla[kerberos]~=0.18.0
jaraco.context>=6.1.0
sqlalchemy_exasol<6,>=5
sqlalchemy<2,>=1.4.0
google-crc32c
boto3~=1.41.5
dbt-extractor>=0.5.0
email-validator>=2.0
pymongo~=4.3
importlib-metadata>=4.13.0
pyarrow<26,>=23.0.1
aiobotocore~=2.26.0
packaging
cachetools
pure-sasl
great-expectations~=1.0
requests-ntlm
croniter<3
typing-inspect
azure-storage-blob~=12.14
requests>=2.23
sqlalchemy-ibmi~=0.9.3
pydantic-settings>=2.7.0,~=2.0
deltalake<0.20,>=0.19.0
websocket-client~=1.6.1
databricks-sdk~=0.20.0
kubernetes<36,>=21.0.0
s3fs~=2023.12.1
msal~=1.2
sqlalchemy-hana
collate-data-diff[snowflake]
google-cloud-secret-manager==2.24.0
sqlalchemy-databricks~=0.1
psycopg2-binary
confluent_kafka<=2.6.1,>=2.1.1
teradatasqlalchemy==20.0.0.2
pydantic<2.12,>=2.7.0,~=2.0
avro<1.12,>=1.11.4
protobuf
collate-data-diff[mysql]
clickhouse-driver~=0.2
numpy<2
asammdf~=7.4.5
authlib>=1.3.1
pinotdb~=5.0
python-dateutil>=2.8.1
azure-identity~=1.12
spacy<3.8
chardet==4.0.0
elasticsearch8~=8.9.0
sqlalchemy-bigquery~=1.15.0
thrift<1,>=0.13
pandas~=2.0.3
pyasn1>=0.6.3
pydomo~=0.3
pyathena~=3.25.0
collate-data-diff[trino]
scikit-learn~=1.0
azure-storage-blob
oracledb~=1.2
hdbcli
tableauserverclient==0.40
requests-aws4auth~=1.1
grpcio-tools>=1.47.2
collate-data-diff[clickhouse]
google-cloud-datacatalog>=3.6.2
google-cloud-bigtable>=2.0.0
google-cloud
fastavro>=1.2.0
pymssql~=2.3.9
azure-keyvault-secrets
presto-types-parser>=0.0.2
google-cloud-monitoring>=2.0.0
exasol-integration-test-docker-environment<4,>=3.1.0
thrift-sasl~=0.4
pyspark==3.5.6
cached-property==1.5.2
giturlparse
impyla~=0.18.0
mlflow-skinny<3.15,>=3.13.0
mypy_extensions>=0.4.3
collate-data-diff>=0.11.11
tabulate==0.9.0
clickhouse-sqlalchemy~=0.2.0
collate-dbt-artifacts-parser
opensearch-py~=2.4.0
pyhive[hive_pure_sasl]~=0.7
collate-data-diff[oracle]
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-data-diff[mssql]
sqlalchemy-redshift==0.8.12
collate-data-diff[presto]
pure-transport==0.2.0
dagster_graphql>=1.8.0
jsonpatch<2.0,>=1.24
cryptography>=46.0.5

[all-dev-env]
sqlalchemy-pytds~=0.3
neo4j~=5.3
presidio-analyzer==2.2.358
adlfs>=2023.1.0
collate-sqllineage>=2.1.3
sqlalchemy-pgspider
looker-sdk!=24.18.0,>=22.20.0
snowflake-sqlalchemy>=1.8.0
pymysql~=1.0
pyiceberg==0.5.1
httpx~=0.28.0
simple_salesforce~=1.11
pydruid>=0.6.5
collate-data-diff[vertica]
gcsfs~=2023.12.1
Jinja2>=2.11.3
jaraco.functools<4.2.0
cassandra-driver>=3.28.0
trino[sqlalchemy]
setuptools>=78.1.1
ijson~=3.4
couchbase~=4.1
PyYAML~=6.0
google-cloud-logging
cx_Oracle<9,>=8.3.0
pydoris-custom<1.5,>=1.0.2
python-dotenv>=0.19.0
pyOpenSSL>=26.0.0
pyodbc<5,>=4.0.35
delta-spark<4.0.0,>=3.0.0
memory-profiler
antlr4-python3-runtime==4.9.2
google-cloud-storage>=1.43.0
shapely
sqlalchemy-cockroachdb~=2.0
lkml~=1.3
gitpython~=3.1.34
tenacity<10,>=8.0
GeoAlchemy2~=0.12
ndg-httpsclient~=0.5.1
kafka-connect-py==0.10.11
python-liquid
cramjam~=2.7
validators~=0.22.0
impyla[kerberos]~=0.18.0
jaraco.context>=6.1.0
sqlalchemy_exasol<6,>=5
sqlalchemy<2,>=1.4.0
google-crc32c
boto3~=1.41.5
dbt-extractor>=0.5.0
email-validator>=2.0
pymongo~=4.3
importlib-metadata>=4.13.0
pyarrow<26,>=23.0.1
aiobotocore~=2.26.0
packaging
cachetools
pure-sasl
great-expectations~=1.0
requests-ntlm
croniter<3
typing-inspect
azure-storage-blob~=12.14
requests>=2.23
sqlalchemy-ibmi~=0.9.3
pydantic-settings>=2.7.0,~=2.0
deltalake<0.20,>=0.19.0
websocket-client~=1.6.1
databricks-sdk~=0.20.0
kubernetes<36,>=21.0.0
s3fs~=2023.12.1
msal~=1.2
sqlalchemy-hana
collate-data-diff[snowflake]
google-cloud-secret-manager==2.24.0
sqlalchemy-databricks~=0.1
psycopg2-binary
confluent_kafka<=2.6.1,>=2.1.1
teradatasqlalchemy==20.0.0.2
pydantic<2.12,>=2.7.0,~=2.0
avro<1.12,>=1.11.4
protobuf
collate-data-diff[mysql]
clickhouse-driver~=0.2
numpy<2
asammdf~=7.4.5
authlib>=1.3.1
pinotdb~=5.0
python-dateutil>=2.8.1
azure-identity~=1.12
spacy<3.8
chardet==4.0.0
elasticsearch8~=8.9.0
sqlalchemy-bigquery~=1.15.0
thrift<1,>=0.13
pandas~=2.0.3
pyasn1>=0.6.3
pydomo~=0.3
pyathena~=3.25.0
collate-data-diff[trino]
scikit-learn~=1.0
azure-storage-blob
oracledb~=1.2
hdbcli
tableauserverclient==0.40
requests-aws4auth~=1.1
grpcio-tools>=1.47.2
collate-data-diff[clickhouse]
google-cloud-datacatalog>=3.6.2
google-cloud-bigtable>=2.0.0
google-cloud
fastavro>=1.2.0
azure-keyvault-secrets
presto-types-parser>=0.0.2
google-cloud-monitoring>=2.0.0
exasol-integration-test-docker-environment<4,>=3.1.0
thrift-sasl~=0.4
pyspark==3.5.6
cached-property==1.5.2
giturlparse
impyla~=0.18.0
mlflow-skinny<3.15,>=3.13.0
mypy_extensions>=0.4.3
collate-data-diff>=0.11.11
tabulate==0.9.0
clickhouse-sqlalchemy~=0.2.0
collate-dbt-artifacts-parser
opensearch-py~=2.4.0
pyhive[hive_pure_sasl]~=0.7
collate-data-diff[oracle]
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-data-diff[mssql]
sqlalchemy-redshift==0.8.12
collate-data-diff[presto]
pure-transport==0.2.0
dagster_graphql>=1.8.0
jsonpatch<2.0,>=1.24
cryptography>=46.0.5

[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]
numpy<2
google-cloud-datacatalog>=3.6.2
google-cloud-logging
pyarrow<26,>=23.0.1
sqlalchemy-bigquery~=1.15.0
cachetools

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

[data-insight]
elasticsearch8~=8.9.0

[databricks]
databricks-sdk~=0.20.0
pyhive[hive_pure_sasl]~=0.7
sqlalchemy-databricks~=0.1
ndg-httpsclient~=0.5.1
pyasn1>=0.6.3
pyOpenSSL>=26.0.0

[datalake-azure]
azure-storage-blob~=12.14
asammdf~=7.4.5
numpy<2
boto3~=1.41.5
adlfs>=2023.1.0
azure-identity~=1.12
ijson~=3.4
pyarrow<26,>=23.0.1
fastavro>=1.2.0
aiobotocore~=2.26.0
pandas~=2.0.3
avro<1.12,>=1.11.4
cramjam~=2.7

[datalake-gcs]
gcsfs~=2023.12.1
asammdf~=7.4.5
numpy<2
google-cloud-storage>=1.43.0
boto3~=1.41.5
ijson~=3.4
pyarrow<26,>=23.0.1
fastavro>=1.2.0
aiobotocore~=2.26.0
pandas~=2.0.3
avro<1.12,>=1.11.4
google-cloud-monitoring>=2.0.0
cramjam~=2.7

[datalake-s3]
asammdf~=7.4.5
numpy<2
boto3~=1.41.5
s3fs~=2023.12.1
ijson~=3.4
pyarrow<26,>=23.0.1
fastavro>=1.2.0
aiobotocore~=2.26.0
pandas~=2.0.3
avro<1.12,>=1.11.4
cramjam~=2.7

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

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

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

[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
uvloop==0.21.0
boto3-stubs
presidio-analyzer==2.2.358
build
grpcio-tools>=1.47.2
pre-commit
isort
mypy-boto3-glue
black==22.3.0
pylint~=3.2.0
twine
spacy<3.8
sqlalchemy-bigquery~=1.15.0
cachetools
pycln
avro<1.12,>=1.11.4

[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-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~=1.41.5

[great-expectations]
great-expectations~=0.18.0

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

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

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

[iceberg]
gcsfs~=2023.12.1
adlfs>=2023.1.0
pyiceberg==0.5.1
pyarrow<26,>=23.0.1
pydantic<2.12,>=2.7.0,~=2.0

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[mlflow]
mlflow-skinny<3.15,>=3.13.0

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
pandas~=2.0.3
numpy<2

[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]
apache-airflow==3.1.5
azure-storage-blob~=12.14
collate-data-diff[snowflake]
snowflake-sqlalchemy>=1.8.0
presidio-analyzer==2.2.358
s3fs~=2023.12.1
pymysql~=1.0
confluent_kafka<=2.6.1,>=2.1.1
psycopg2-binary
avro<1.12,>=1.11.4
protobuf
collate-data-diff[mysql]
asammdf~=7.4.5
numpy<2
ijson~=3.4
azure-identity~=1.12
google-cloud-logging
sqlalchemy-bigquery~=1.15.0
opentelemetry-exporter-otlp==1.37.0
pandas~=2.0.3
pytest-base-url
google-cloud-storage>=1.43.0
pytest-playwright
grpcio-tools>=1.47.2
google-cloud
google-cloud-datacatalog>=3.6.2
GeoAlchemy2~=0.12
fastavro>=1.2.0
cramjam~=2.7
mlflow-skinny<3.15,>=3.13.0
collate-dbt-artifacts-parser
boto3~=1.41.5
sqlalchemy-redshift==0.8.12
pyarrow<26,>=23.0.1
aiobotocore~=2.26.0
packaging
cachetools
attrs

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[pyarrow]
pyarrow<26,>=23.0.1

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3~=1.41.5

[redash]
packaging

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

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

[sagemaker]
boto3~=1.41.5

[salesforce]
authlib>=1.3.1
simple_salesforce~=1.11

[sample-data]
presidio-analyzer==2.2.358
grpcio-tools>=1.47.2
spacy<3.8
sqlalchemy-bigquery~=1.15.0
cachetools
avro<1.12,>=1.11.4

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
sqlalchemy-pytds~=0.3
neo4j~=5.3
presidio-analyzer==2.2.358
adlfs>=2023.1.0
collate-sqllineage>=2.1.3
sqlalchemy-pgspider
looker-sdk!=24.18.0,>=22.20.0
snowflake-sqlalchemy>=1.8.0
pymysql~=1.0
pyiceberg==0.5.1
httpx~=0.28.0
simple_salesforce~=1.11
pydruid>=0.6.5
collate-data-diff[vertica]
gcsfs~=2023.12.1
Jinja2>=2.11.3
jaraco.functools<4.2.0
cassandra-driver>=3.28.0
trino[sqlalchemy]
setuptools>=78.1.1
ijson~=3.4
couchbase~=4.1
PyYAML~=6.0
google-cloud-logging
cx_Oracle<9,>=8.3.0
pydoris-custom<1.5,>=1.0.2
python-dotenv>=0.19.0
pyOpenSSL>=26.0.0
pyodbc<5,>=4.0.35
memory-profiler
antlr4-python3-runtime==4.9.2
google-cloud-storage>=1.43.0
shapely
sqlalchemy-cockroachdb~=2.0
lkml~=1.3
gitpython~=3.1.34
tenacity<10,>=8.0
GeoAlchemy2~=0.12
ndg-httpsclient~=0.5.1
kafka-connect-py==0.10.11
python-liquid
cramjam~=2.7
validators~=0.22.0
impyla[kerberos]~=0.18.0
jaraco.context>=6.1.0
sqlalchemy_exasol<6,>=5
sqlalchemy<2,>=1.4.0
google-crc32c
boto3~=1.41.5
dbt-extractor>=0.5.0
email-validator>=2.0
pymongo~=4.3
importlib-metadata>=4.13.0
pyarrow<26,>=23.0.1
aiobotocore~=2.26.0
packaging
cachetools
pure-sasl
great-expectations~=1.0
requests-ntlm
croniter<3
typing-inspect
azure-storage-blob~=12.14
requests>=2.23
sqlalchemy-ibmi~=0.9.3
pydantic-settings>=2.7.0,~=2.0
deltalake<0.20,>=0.19.0
websocket-client~=1.6.1
databricks-sdk~=0.20.0
kubernetes<36,>=21.0.0
s3fs~=2023.12.1
msal~=1.2
sqlalchemy-hana
collate-data-diff[snowflake]
google-cloud-secret-manager==2.24.0
sqlalchemy-databricks~=0.1
psycopg2-binary
confluent_kafka<=2.6.1,>=2.1.1
teradatasqlalchemy==20.0.0.2
pydantic<2.12,>=2.7.0,~=2.0
avro<1.12,>=1.11.4
protobuf
collate-data-diff[mysql]
clickhouse-driver~=0.2
numpy<2
asammdf~=7.4.5
authlib>=1.3.1
pinotdb~=5.0
python-dateutil>=2.8.1
azure-identity~=1.12
spacy<3.8
chardet==4.0.0
elasticsearch8~=8.9.0
sqlalchemy-bigquery~=1.15.0
thrift<1,>=0.13
pandas~=2.0.3
pyasn1>=0.6.3
pydomo~=0.3
pyathena~=3.25.0
collate-data-diff[trino]
azure-storage-blob
oracledb~=1.2
hdbcli
tableauserverclient==0.40
requests-aws4auth~=1.1
grpcio-tools>=1.47.2
collate-data-diff[clickhouse]
google-cloud-datacatalog>=3.6.2
google-cloud-bigtable>=2.0.0
google-cloud
fastavro>=1.2.0
pymssql~=2.3.9
azure-keyvault-secrets
presto-types-parser>=0.0.2
google-cloud-monitoring>=2.0.0
exasol-integration-test-docker-environment<4,>=3.1.0
thrift-sasl~=0.4
cached-property==1.5.2
giturlparse
impyla~=0.18.0
mlflow-skinny<3.15,>=3.13.0
mypy_extensions>=0.4.3
collate-data-diff>=0.11.11
tabulate==0.9.0
clickhouse-sqlalchemy~=0.2.0
collate-dbt-artifacts-parser
opensearch-py~=2.4.0
pyhive[hive_pure_sasl]~=0.7
collate-data-diff[oracle]
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-data-diff[mssql]
sqlalchemy-redshift==0.8.12
collate-data-diff[presto]
pure-transport==0.2.0
dagster_graphql>=1.8.0
jsonpatch<2.0,>=1.24
cryptography>=46.0.5

[snowflake]
collate-data-diff[snowflake]
snowflake-sqlalchemy>=1.8.0

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

[tableau]
validators~=0.22.0
tableauserverclient==0.40
packaging

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
sqlalchemy-pytds~=0.3
apache-airflow==3.1.5
neo4j~=5.3
presidio-analyzer==2.2.358
sqlalchemy-pgspider
basedpyright~=1.14
mypy-boto3-glue
looker-sdk!=24.18.0,>=22.20.0
pymysql~=1.0
pyiceberg==0.5.1
pytest-order
gcsfs~=2023.12.1
trino[sqlalchemy]
cassandra-driver>=3.28.0
ijson~=3.4
cx_Oracle<9,>=8.3.0
google-cloud-logging
pydoris-custom<1.5,>=1.0.2
opentelemetry-exporter-otlp==1.37.0
delta-spark<4.0.0,>=3.0.0
google-cloud-storage>=1.43.0
kafka-python==2.0.2
lkml~=1.3
sqlalchemy-cockroachdb~=2.0
GeoAlchemy2~=0.12
factory-boy~=3.3.3
python-liquid
kafka-connect-py==0.10.11
cramjam~=2.7
skops
validators~=0.22.0
sqlalchemy_exasol<6,>=5
boto3~=1.41.5
pymongo~=4.3
pyarrow<26,>=23.0.1
aiobotocore~=2.26.0
faker==37.1.0
dirty-equals
cachetools
croniter<3
deltalake<0.20,>=0.19.0
snowflake-sqlalchemy>=1.8.0
databricks-sdk~=0.20.0
s3fs~=2023.12.1
sqlalchemy-databricks~=0.1
confluent_kafka<=2.6.1,>=2.1.1
psycopg2-binary
avro<1.12,>=1.11.4
minio==7.2.5
protobuf
locust~=2.32.0
collate-data-diff[mysql]
asammdf~=7.4.5
numpy<2
clickhouse-driver~=0.2
spacy<3.8
elasticsearch8~=8.9.0
sqlalchemy-bigquery~=1.15.0
pandas~=2.0.3
pydomo~=0.3
requests<3,>=2.31.0
pyathena~=3.25.0
scikit-learn~=1.0
boto3-stubs
tableauserverclient==0.40
oracledb~=1.2
grpcio-tools>=1.47.2
collate-data-diff[clickhouse]
google-cloud-bigtable>=2.0.0
google-cloud-datacatalog>=3.6.2
fastavro>=1.2.0
great-expectations~=0.18.0
google-cloud-monitoring>=2.0.0
exasol-integration-test-docker-environment<4,>=3.1.0
pyspark==3.5.6
giturlparse
coverage
collate-dbt-artifacts-parser
clickhouse-sqlalchemy~=0.2.0
opensearch-py~=2.4.0
collate-data-diff[oracle]
pyhive[hive_pure_sasl]~=0.7
freezegun
collate-data-diff[mssql]
pytest==7.0.1
sqlalchemy-redshift==0.8.12
dagster_graphql>=1.8.0
mlflow-skinny<3.15,>=3.13.0
pytest-cov

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

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