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

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

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

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

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

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

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

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

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

[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-identity~=1.12
azure-storage-blob~=12.14
google-cloud-storage>=1.43.0
google-cloud

[deltalake]
pyspark==3.5.6
delta-spark<4.0.0,>=3.0.0
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]
build
isort
mypy-boto3-glue
black==22.3.0
pre-commit
pycln
cachetools
sqlalchemy-bigquery~=1.15.0
spacy<3.8
avro<1.12,>=1.11.4
grpcio-tools>=1.47.2
pylint~=3.2.0
boto3-stubs
datamodel-code-generator==0.25.6
presidio-analyzer==2.2.358
twine
uvloop==0.21.0

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
pandas~=2.0.3
numpy<2

[pgspider]
sqlalchemy-pgspider
psycopg2-binary

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

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

[presto]
pyhive[hive_pure_sasl]~=0.7
collate-data-diff[presto]
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]
avro<1.12,>=1.11.4
grpcio-tools>=1.47.2
confluent_kafka<=2.6.1,>=2.1.1
protobuf
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
sqlalchemy-bigquery~=1.15.0
spacy<3.8
avro<1.12,>=1.11.4
grpcio-tools>=1.47.2
presidio-analyzer==2.2.358

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

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

[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]
validators~=0.22.0
packaging
tableauserverclient==0.25

[teradata]
teradatasqlalchemy==20.0.0.2

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

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

[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]
