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

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

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

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

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

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

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

[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-driver~=0.2
clickhouse-sqlalchemy~=0.2.0

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

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

[deltalake]
delta-spark<4.0.0,>=3.0.0
pyspark==3.5.6
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
pylint~=3.2.0
sqlalchemy-bigquery~=1.15.0
black==22.3.0
grpcio-tools>=1.47.2
presidio-analyzer==2.2.358
uvloop==0.21.0
avro<1.12,>=1.11.4
cachetools
twine
pre-commit
build
isort
boto3-stubs
mypy-boto3-glue
pycln

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

[mssql-odbc]
collate-data-diff[mssql]
pyodbc<5,>=4.0.35

[mysql]
collate-data-diff[mysql]
pymysql~=1.0

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
numpy<2
pandas~=2.0.3

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

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

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[pyarrow]
pyarrow~=16.0

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3~=1.41.5

[redash]
packaging

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

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

[sagemaker]
boto3~=1.41.5

[salesforce]
simple_salesforce~=1.11
authlib>=1.3.1

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

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

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

[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
tableauserverclient==0.25
packaging

[teradata]
teradatasqlalchemy==20.0.0.2

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

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