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

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

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

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[deltalake]
pyspark==3.5.6
deltalake<0.20,>=0.19.0
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]
mypy-boto3-glue
avro<1.12,>=1.11.4
pylint~=3.2.0
pycln
uvloop==0.21.0
cachetools
pre-commit
build
black==22.3.0
isort
twine
grpcio-tools>=1.47.2
presidio-analyzer==2.2.358
sqlalchemy-bigquery~=1.15.0
boto3-stubs
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]
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
pymysql~=1.0
packaging
GeoAlchemy2~=0.12

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[mlflow]
mlflow-skinny~=3.6.0

[mongo]
pymongo~=4.3
numpy<2
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]
pymysql~=1.0
collate-data-diff[mysql]

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
numpy<2
pandas~=2.0.3

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

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

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[pyarrow]
pyarrow~=16.0

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3~=1.41.5

[redash]
packaging

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

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

[sagemaker]
boto3~=1.41.5

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

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

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

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

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

[test-unit]
pytest-cov
pytest==7.0.1
faker==37.1.0
pytest-order
testcontainers
pytest-rerunfailures
dirty-equals
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]
collate-data-diff[vertica]
sqlalchemy-vertica[vertica-python]>=0.0.5
