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

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

[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
azure-storage-blob
boto3~=1.41.5

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

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

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

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

[glue]
boto3~=1.41.5

[great-expectations]
great-expectations~=0.18.0

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

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
numpy<2
pandas~=2.0.3

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

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

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[pyarrow]
pyarrow~=16.0

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3~=1.41.5

[redash]
packaging

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

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

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

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

[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]
packaging
validators~=0.22.0
tableauserverclient==0.25

[teradata]
teradatasqlalchemy==20.0.0.2

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

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

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