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

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

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

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

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

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

[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
azure-storage-blob
boto3==1.37.1

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

[datalake-s3]
fastavro>=1.2.0
pandas~=2.0.3
boto3==1.37.1
numpy<2
pyarrow>=16.0
asammdf~=7.4.5
aiobotocore~=2.26.0
avro<1.12,>=1.11.4
ijson~=3.4
cramjam~=2.7
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
google-cloud
azure-storage-blob~=12.14
boto3==1.37.1
collate-dbt-artifacts-parser
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]
presidio-analyzer==2.2.358
grpcio-tools>=1.47.2
cachetools
twine
black==22.3.0
isort
pre-commit
pylint~=3.2.0
sqlalchemy-bigquery~=1.15.0
pycln
boto3-stubs
build
avro<1.12,>=1.11.4
uvloop==0.21.0
datamodel-code-generator==0.25.6
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-playwright
pytest-base-url

[elasticsearch]
elasticsearch8~=8.9.0

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

[glue]
boto3==1.37.1

[great-expectations]
great-expectations~=0.18.0

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

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

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

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

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

[kafka]
fastavro>=1.2.0
avro<1.12,>=1.11.4
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]
looker-sdk!=24.18.0,>=22.20.0
python-liquid
giturlparse
lkml~=1.3
gitpython~=3.1.34

[mlflow]
mlflow-skinny~=3.6.0

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

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

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
pandas~=2.0.3
numpy<2

[pgspider]
sqlalchemy-pgspider
psycopg2-binary

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

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[pyarrow]
pyarrow>=16.0

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3==1.37.1

[redash]
packaging

[redpanda]
fastavro>=1.2.0
avro<1.12,>=1.11.4
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]
authlib>=1.3.1
simple_salesforce~=1.11

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

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

[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]
validators~=0.22.0
packaging
tableauserverclient==0.25

[teradata]
teradatasqlalchemy==20.0.0.2

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

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