requests-aws4auth~=1.1
packaging
shapely
collate-data-diff>=0.11.9
jsonpatch<2.0,>=1.24
requests>=2.23
google-cloud-secret-manager==2.24.0
jaraco.context==6.0.1
pydantic<2.12,>=2.7.0,~=2.0
PyYAML~=6.0
azure-identity~=1.12
azure-keyvault-secrets
importlib-metadata>=4.13.0
collate-sqllineage>=2.1.1
mypy_extensions>=0.4.3
pydantic-settings>=2.7.0,~=2.0
python-dotenv>=0.19.0
kubernetes>=21.0.0
tenacity<10,>=8.0
memory-profiler
snowflake-connector-python~=3.18.0
setuptools<81,>=78.1.1
email-validator>=2.0
sqlalchemy<2,>=1.4.0
cached-property==1.5.2
cryptography>=42.0.0
boto3~=1.41.5
chardet==4.0.0
pymysql~=1.0
Jinja2>=2.11.3
python-dateutil>=2.8.1
typing-inspect
google-crc32c
jaraco.functools<4.2.0
httpx~=0.28.0
tabulate==0.9.0
dbt-extractor>=0.5.0
antlr4-python3-runtime==4.9.2

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

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

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

[all]
requests-aws4auth~=1.1
packaging
sqlalchemy-cockroachdb~=2.0
cachetools
aiobotocore~=2.26.0
collate-data-diff[oracle]
validators~=0.22.0
adlfs>=2023.1.0
clickhouse-driver~=0.2
jsonpatch<2.0,>=1.24
pure-transport==0.2.0
sqlalchemy-pytds~=0.3
requests>=2.23
looker-sdk!=24.18.0,>=22.20.0
pymssql~=2.3.9
pydantic<2.12,>=2.7.0,~=2.0
PyYAML~=6.0
azure-identity~=1.12
azure-keyvault-secrets
collate-dbt-artifacts-parser
s3fs~=2023.12.1
tenacity<10,>=8.0
gcsfs~=2023.12.1
pyodbc<5,>=4.0.35
confluent_kafka<=2.6.1,>=2.1.1
teradatasqlalchemy==20.0.0.2
email-validator>=2.0
pyarrow~=16.0
croniter<3
google-cloud-logging
asammdf~=7.4.5
pyathena~=3.25.0
ndg-httpsclient~=0.5.1
pydruid>=0.6.5
presidio-analyzer==2.2.358
impyla[kerberos]~=0.18.0
pyhive[hive_pure_sasl]~=0.7
giturlparse
boto3~=1.41.5
google-cloud-storage>=1.43.0
pinotdb~=5.0
chardet==4.0.0
pymysql~=1.0
presto-types-parser>=0.0.2
Jinja2>=2.11.3
thrift<1,>=0.13
authlib>=1.3.1
websocket-client~=1.6.1
collate-data-diff[vertica]
python-dateutil>=2.8.1
google-crc32c
pyOpenSSL~=24.1.0
opensearch-py~=2.4.0
numpy<2
ijson~=3.4
pyiceberg==0.5.1
mlflow-skinny~=3.6.0
simple_salesforce~=1.11
httpx~=0.28.0
dagster_graphql>=1.8.0
sqlalchemy-bigquery~=1.15.0
tabulate==0.9.0
sqlalchemy-pgspider
azure-storage-blob
elasticsearch8~=8.9.0
snowflake-sqlalchemy~=1.4
antlr4-python3-runtime==4.9.2
deltalake<0.20,>=0.19.0
google-cloud-datacatalog>=3.6.2
pandas~=2.0.3
pyspark==3.5.6
sqlalchemy-hana
cx_Oracle<9,>=8.3.0
collate-data-diff[clickhouse]
collate-data-diff[snowflake]
protobuf
psycopg2-binary
pyasn1~=0.6.0
hdbcli
shapely
collate-data-diff>=0.11.9
neo4j~=5.3
fastavro>=1.2.0
delta-spark<4.0.0,>=3.0.0
collate-data-diff[presto]
google-cloud-secret-manager==2.24.0
collate-data-diff[mysql]
jaraco.context==6.0.1
GeoAlchemy2~=0.12
great-expectations~=1.0
google-cloud-bigtable>=2.0.0
importlib-metadata>=4.13.0
gitpython~=3.1.34
collate-data-diff[mssql]
collate-sqllineage>=2.1.1
mypy_extensions>=0.4.3
pydantic-settings>=2.7.0,~=2.0
python-dotenv>=0.19.0
pydomo~=0.3
kubernetes>=21.0.0
pymongo~=4.3
memory-profiler
snowflake-connector-python~=3.18.0
setuptools<81,>=78.1.1
lkml~=1.3
clickhouse-sqlalchemy~=0.2.0
pydoris-custom<1.5,>=1.0.2
sqlalchemy-databricks~=0.1
dbt-extractor>=0.5.0
sqlalchemy<2,>=1.4.0
thrift-sasl~=0.4
scikit-learn~=1.0
cached-property==1.5.2
cryptography>=42.0.0
azure-storage-blob~=12.14
tableauserverclient==0.25
grpcio-tools>=1.47.2
msal~=1.2
impyla~=0.18.0
exasol-integration-test-docker-environment<4,>=3.1.0
couchbase~=4.1
sqlalchemy-redshift==0.8.12
avro<1.12,>=1.11.4
cassandra-driver>=3.28.0
sqlalchemy-ibmi~=0.9.3
databricks-sdk~=0.20.0
typing-inspect
spacy<3.8
python-liquid
requests-ntlm
cramjam~=2.7
google-cloud-monitoring>=2.0.0
jaraco.functools<4.2.0
trino[sqlalchemy]
kafka-connect-py==0.10.11
collate-data-diff[trino]
sqlalchemy-vertica[vertica-python]>=0.0.5
pure-sasl
google-cloud
sqlalchemy_exasol<6,>=5
oracledb~=1.2

[all-dev-env]
requests-aws4auth~=1.1
packaging
sqlalchemy-cockroachdb~=2.0
cachetools
aiobotocore~=2.26.0
collate-data-diff[oracle]
validators~=0.22.0
adlfs>=2023.1.0
clickhouse-driver~=0.2
jsonpatch<2.0,>=1.24
pure-transport==0.2.0
sqlalchemy-pytds~=0.3
requests>=2.23
looker-sdk!=24.18.0,>=22.20.0
pydantic<2.12,>=2.7.0,~=2.0
PyYAML~=6.0
azure-identity~=1.12
azure-keyvault-secrets
collate-dbt-artifacts-parser
s3fs~=2023.12.1
tenacity<10,>=8.0
gcsfs~=2023.12.1
pyodbc<5,>=4.0.35
confluent_kafka<=2.6.1,>=2.1.1
teradatasqlalchemy==20.0.0.2
email-validator>=2.0
pyarrow~=16.0
croniter<3
google-cloud-logging
asammdf~=7.4.5
pyathena~=3.25.0
ndg-httpsclient~=0.5.1
pydruid>=0.6.5
presidio-analyzer==2.2.358
impyla[kerberos]~=0.18.0
pyhive[hive_pure_sasl]~=0.7
giturlparse
boto3~=1.41.5
google-cloud-storage>=1.43.0
pinotdb~=5.0
chardet==4.0.0
pymysql~=1.0
presto-types-parser>=0.0.2
Jinja2>=2.11.3
thrift<1,>=0.13
authlib>=1.3.1
websocket-client~=1.6.1
collate-data-diff[vertica]
python-dateutil>=2.8.1
google-crc32c
pyOpenSSL~=24.1.0
opensearch-py~=2.4.0
numpy<2
ijson~=3.4
pyiceberg==0.5.1
mlflow-skinny~=3.6.0
simple_salesforce~=1.11
httpx~=0.28.0
dagster_graphql>=1.8.0
sqlalchemy-bigquery~=1.15.0
tabulate==0.9.0
sqlalchemy-pgspider
azure-storage-blob
elasticsearch8~=8.9.0
snowflake-sqlalchemy~=1.4
antlr4-python3-runtime==4.9.2
deltalake<0.20,>=0.19.0
google-cloud-datacatalog>=3.6.2
pandas~=2.0.3
pyspark==3.5.6
sqlalchemy-hana
cx_Oracle<9,>=8.3.0
collate-data-diff[clickhouse]
collate-data-diff[snowflake]
protobuf
psycopg2-binary
pyasn1~=0.6.0
hdbcli
shapely
collate-data-diff>=0.11.9
neo4j~=5.3
fastavro>=1.2.0
delta-spark<4.0.0,>=3.0.0
collate-data-diff[presto]
google-cloud-secret-manager==2.24.0
collate-data-diff[mysql]
jaraco.context==6.0.1
GeoAlchemy2~=0.12
great-expectations~=1.0
google-cloud-bigtable>=2.0.0
importlib-metadata>=4.13.0
gitpython~=3.1.34
collate-data-diff[mssql]
collate-sqllineage>=2.1.1
mypy_extensions>=0.4.3
pydantic-settings>=2.7.0,~=2.0
python-dotenv>=0.19.0
pydomo~=0.3
kubernetes>=21.0.0
pymongo~=4.3
memory-profiler
snowflake-connector-python~=3.18.0
setuptools<81,>=78.1.1
lkml~=1.3
clickhouse-sqlalchemy~=0.2.0
pydoris-custom<1.5,>=1.0.2
sqlalchemy-databricks~=0.1
dbt-extractor>=0.5.0
sqlalchemy<2,>=1.4.0
thrift-sasl~=0.4
scikit-learn~=1.0
cached-property==1.5.2
cryptography>=42.0.0
azure-storage-blob~=12.14
tableauserverclient==0.25
grpcio-tools>=1.47.2
msal~=1.2
impyla~=0.18.0
exasol-integration-test-docker-environment<4,>=3.1.0
couchbase~=4.1
sqlalchemy-redshift==0.8.12
avro<1.12,>=1.11.4
cassandra-driver>=3.28.0
sqlalchemy-ibmi~=0.9.3
databricks-sdk~=0.20.0
typing-inspect
spacy<3.8
python-liquid
requests-ntlm
cramjam~=2.7
google-cloud-monitoring>=2.0.0
jaraco.functools<4.2.0
trino[sqlalchemy]
kafka-connect-py==0.10.11
collate-data-diff[trino]
sqlalchemy-vertica[vertica-python]>=0.0.5
pure-sasl
google-cloud
sqlalchemy_exasol<6,>=5
oracledb~=1.2

[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-storage-blob
azure-identity~=1.12

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[deltalake]
deltalake<0.20,>=0.19.0
delta-spark<4.0.0,>=3.0.0
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]
uvloop==0.21.0
spacy<3.8
pycln
datamodel-code-generator==0.25.6
boto3-stubs
cachetools
mypy-boto3-glue
presidio-analyzer==2.2.358
grpcio-tools>=1.47.2
black==22.3.0
build
pre-commit
sqlalchemy-bigquery~=1.15.0
avro<1.12,>=1.11.4
pylint~=3.2.0
isort
twine

[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]
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
GeoAlchemy2~=0.12
packaging
pymysql~=1.0

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

[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
presidio-analyzer==2.2.358
numpy<2
spacy<3.8

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

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

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

[sagemaker]
boto3~=1.41.5

[salesforce]
authlib>=1.3.1
simple_salesforce~=1.11

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
requests-aws4auth~=1.1
packaging
sqlalchemy-cockroachdb~=2.0
cachetools
aiobotocore~=2.26.0
collate-data-diff[oracle]
validators~=0.22.0
adlfs>=2023.1.0
clickhouse-driver~=0.2
jsonpatch<2.0,>=1.24
pure-transport==0.2.0
sqlalchemy-pytds~=0.3
requests>=2.23
looker-sdk!=24.18.0,>=22.20.0
pymssql~=2.3.9
pydantic<2.12,>=2.7.0,~=2.0
PyYAML~=6.0
azure-identity~=1.12
azure-keyvault-secrets
collate-dbt-artifacts-parser
s3fs~=2023.12.1
tenacity<10,>=8.0
gcsfs~=2023.12.1
pyodbc<5,>=4.0.35
confluent_kafka<=2.6.1,>=2.1.1
teradatasqlalchemy==20.0.0.2
email-validator>=2.0
pyarrow~=16.0
croniter<3
google-cloud-logging
asammdf~=7.4.5
pyathena~=3.25.0
ndg-httpsclient~=0.5.1
pydruid>=0.6.5
presidio-analyzer==2.2.358
impyla[kerberos]~=0.18.0
pyhive[hive_pure_sasl]~=0.7
giturlparse
boto3~=1.41.5
google-cloud-storage>=1.43.0
pinotdb~=5.0
chardet==4.0.0
pymysql~=1.0
presto-types-parser>=0.0.2
Jinja2>=2.11.3
thrift<1,>=0.13
authlib>=1.3.1
websocket-client~=1.6.1
collate-data-diff[vertica]
python-dateutil>=2.8.1
google-crc32c
pyOpenSSL~=24.1.0
opensearch-py~=2.4.0
numpy<2
ijson~=3.4
pyiceberg==0.5.1
mlflow-skinny~=3.6.0
simple_salesforce~=1.11
httpx~=0.28.0
dagster_graphql>=1.8.0
sqlalchemy-bigquery~=1.15.0
tabulate==0.9.0
sqlalchemy-pgspider
azure-storage-blob
elasticsearch8~=8.9.0
snowflake-sqlalchemy~=1.4
antlr4-python3-runtime==4.9.2
deltalake<0.20,>=0.19.0
google-cloud-datacatalog>=3.6.2
pandas~=2.0.3
sqlalchemy-hana
collate-data-diff[snowflake]
cx_Oracle<9,>=8.3.0
collate-data-diff[clickhouse]
protobuf
psycopg2-binary
pyasn1~=0.6.0
hdbcli
shapely
collate-data-diff>=0.11.9
neo4j~=5.3
fastavro>=1.2.0
collate-data-diff[presto]
google-cloud-secret-manager==2.24.0
collate-data-diff[mysql]
jaraco.context==6.0.1
GeoAlchemy2~=0.12
great-expectations~=1.0
google-cloud-bigtable>=2.0.0
importlib-metadata>=4.13.0
gitpython~=3.1.34
collate-data-diff[mssql]
collate-sqllineage>=2.1.1
mypy_extensions>=0.4.3
pydantic-settings>=2.7.0,~=2.0
python-dotenv>=0.19.0
pydomo~=0.3
kubernetes>=21.0.0
pymongo~=4.3
memory-profiler
snowflake-connector-python~=3.18.0
setuptools<81,>=78.1.1
lkml~=1.3
clickhouse-sqlalchemy~=0.2.0
pydoris-custom<1.5,>=1.0.2
sqlalchemy-databricks~=0.1
dbt-extractor>=0.5.0
sqlalchemy<2,>=1.4.0
thrift-sasl~=0.4
cached-property==1.5.2
cryptography>=42.0.0
azure-storage-blob~=12.14
tableauserverclient==0.25
grpcio-tools>=1.47.2
msal~=1.2
impyla~=0.18.0
exasol-integration-test-docker-environment<4,>=3.1.0
couchbase~=4.1
sqlalchemy-redshift==0.8.12
avro<1.12,>=1.11.4
cassandra-driver>=3.28.0
sqlalchemy-ibmi~=0.9.3
databricks-sdk~=0.20.0
typing-inspect
spacy<3.8
python-liquid
requests-ntlm
cramjam~=2.7
google-cloud-monitoring>=2.0.0
jaraco.functools<4.2.0
trino[sqlalchemy]
kafka-connect-py==0.10.11
collate-data-diff[trino]
sqlalchemy-vertica[vertica-python]>=0.0.5
pure-sasl
google-cloud
sqlalchemy_exasol<6,>=5
oracledb~=1.2

[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]
validators~=0.22.0
packaging
tableauserverclient==0.25

[teradata]
teradatasqlalchemy==20.0.0.2

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

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

[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]
