pydantic<2.12,>=2.7.0,~=2.0
httpx~=0.28.0
typing-inspect
pydantic-settings>=2.7.0,~=2.0
google-cloud-secret-manager==2.24.0
pymysql~=1.0
email-validator>=2.0
requests>=2.23
tabulate==0.9.0
importlib-metadata>=4.13.0
requests-aws4auth~=1.1
mypy_extensions>=0.4.3
python-dotenv>=0.19.0
jaraco.functools<4.2.0
tenacity<10,>=8.0
antlr4-python3-runtime==4.9.2
Jinja2>=2.11.3
boto3~=1.41.5
cached-property==1.5.2
google-crc32c
kubernetes<36,>=21.0.0
packaging
PyYAML~=6.0
setuptools>=78.1.1
chardet==4.0.0
azure-keyvault-secrets
azure-identity~=1.12
memory-profiler
python-dateutil>=2.8.1
sqlalchemy<2,>=1.4.0
collate-sqllineage>=2.1.3
dbt-extractor>=0.5.0
cryptography>=46.0.5
jaraco.context>=6.1.0
jsonpatch<2.0,>=1.24
shapely
collate-data-diff>=0.11.11

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

[all]
trino[sqlalchemy]
great-expectations~=1.0
typing-inspect
pyOpenSSL>=26.0.0
gitpython~=3.1.34
google-cloud-logging
pymysql~=1.0
pyspark==3.5.6
requests>=2.23
authlib>=1.3.1
tabulate==0.9.0
validators~=0.22.0
cramjam~=2.7
gcsfs~=2023.12.1
requests-aws4auth~=1.1
hdbcli
mypy_extensions>=0.4.3
jaraco.functools<4.2.0
fastavro>=1.2.0
sqlalchemy_exasol<6,>=5
clickhouse-driver~=0.2
azure-storage-blob~=12.14
collate-data-diff[presto]
mlflow-skinny<3.13,>=3.11.1
presto-types-parser>=0.0.2
confluent_kafka<=2.6.1,>=2.1.1
collate-data-diff[trino]
protobuf
Jinja2>=2.11.3
thrift<1,>=0.13
elasticsearch8~=8.9.0
collate-data-diff[oracle]
impyla[kerberos]~=0.18.0
collate-dbt-artifacts-parser
opensearch-py~=2.4.0
google-cloud-bigtable>=2.0.0
packaging
PyYAML~=6.0
setuptools>=78.1.1
chardet==4.0.0
google-cloud
clickhouse-sqlalchemy~=0.2.0
cassandra-driver>=3.28.0
oracledb~=1.2
azure-identity~=1.12
requests-ntlm
spacy<3.8
memory-profiler
python-dateutil>=2.8.1
asammdf~=7.4.5
pyiceberg==0.5.1
pinotdb~=5.0
sqlalchemy-hana
pyodbc<5,>=4.0.35
impyla~=0.18.0
sqlalchemy<2,>=1.4.0
collate-data-diff[mssql]
collate-data-diff[clickhouse]
jaraco.context>=6.1.0
jsonpatch<2.0,>=1.24
aiobotocore~=2.26.0
msal~=1.2
collate-data-diff>=0.11.11
lkml~=1.3
pymongo~=4.3
simple_salesforce~=1.11
presidio-analyzer==2.2.358
exasol-integration-test-docker-environment<4,>=3.1.0
sqlalchemy-pgspider
pydantic<2.12,>=2.7.0,~=2.0
s3fs~=2023.12.1
sqlalchemy-vertica[vertica-python]>=0.0.5
dagster_graphql>=1.8.0
httpx~=0.28.0
sqlalchemy-pytds~=0.3
collate-data-diff[mysql]
pyasn1>=0.6.3
tableauserverclient==0.40
pydantic-settings>=2.7.0,~=2.0
google-cloud-secret-manager==2.24.0
GeoAlchemy2~=0.12
databricks-sdk~=0.20.0
email-validator>=2.0
sqlalchemy-databricks~=0.1
collate-data-diff[vertica]
importlib-metadata>=4.13.0
kafka-connect-py==0.10.11
deltalake<0.20,>=0.19.0
python-dotenv>=0.19.0
delta-spark<4.0.0,>=3.0.0
sqlalchemy-redshift==0.8.12
giturlparse
pydoris-custom<1.5,>=1.0.2
tenacity<10,>=8.0
websocket-client~=1.6.1
antlr4-python3-runtime==4.9.2
pyhive[hive_pure_sasl]~=0.7
avro<1.12,>=1.11.4
sqlalchemy-bigquery~=1.15.0
boto3~=1.41.5
grpcio-tools>=1.47.2
croniter<3
python-liquid
cached-property==1.5.2
google-crc32c
pandas~=2.0.3
ndg-httpsclient~=0.5.1
adlfs>=2023.1.0
pure-transport==0.2.0
collate-data-diff[snowflake]
kubernetes<36,>=21.0.0
sqlalchemy-ibmi~=0.9.3
ijson~=3.4
azure-storage-blob
pydruid>=0.6.5
neo4j~=5.3
google-cloud-monitoring>=2.0.0
looker-sdk!=24.18.0,>=22.20.0
google-cloud-storage>=1.43.0
azure-keyvault-secrets
cachetools
pymssql~=2.3.9
pure-sasl
pyathena~=3.25.0
thrift-sasl~=0.4
teradatasqlalchemy==20.0.0.2
couchbase~=4.1
cx_Oracle<9,>=8.3.0
snowflake-sqlalchemy>=1.8.0
numpy<2
pyarrow~=16.0
collate-sqllineage>=2.1.3
google-cloud-datacatalog>=3.6.2
dbt-extractor>=0.5.0
cryptography>=46.0.5
shapely
psycopg2-binary
pydomo~=0.3
scikit-learn~=1.0
sqlalchemy-cockroachdb~=2.0

[all-dev-env]
trino[sqlalchemy]
great-expectations~=1.0
typing-inspect
pyOpenSSL>=26.0.0
gitpython~=3.1.34
google-cloud-logging
pymysql~=1.0
pyspark==3.5.6
requests>=2.23
authlib>=1.3.1
tabulate==0.9.0
validators~=0.22.0
cramjam~=2.7
gcsfs~=2023.12.1
requests-aws4auth~=1.1
hdbcli
mypy_extensions>=0.4.3
jaraco.functools<4.2.0
fastavro>=1.2.0
sqlalchemy_exasol<6,>=5
clickhouse-driver~=0.2
azure-storage-blob~=12.14
collate-data-diff[presto]
mlflow-skinny<3.13,>=3.11.1
presto-types-parser>=0.0.2
confluent_kafka<=2.6.1,>=2.1.1
collate-data-diff[trino]
protobuf
Jinja2>=2.11.3
thrift<1,>=0.13
elasticsearch8~=8.9.0
collate-data-diff[oracle]
impyla[kerberos]~=0.18.0
collate-dbt-artifacts-parser
opensearch-py~=2.4.0
google-cloud-bigtable>=2.0.0
packaging
PyYAML~=6.0
setuptools>=78.1.1
chardet==4.0.0
google-cloud
clickhouse-sqlalchemy~=0.2.0
cassandra-driver>=3.28.0
oracledb~=1.2
azure-identity~=1.12
requests-ntlm
spacy<3.8
memory-profiler
python-dateutil>=2.8.1
asammdf~=7.4.5
pyiceberg==0.5.1
pinotdb~=5.0
sqlalchemy-hana
pyodbc<5,>=4.0.35
impyla~=0.18.0
sqlalchemy<2,>=1.4.0
collate-data-diff[mssql]
collate-data-diff[clickhouse]
jaraco.context>=6.1.0
jsonpatch<2.0,>=1.24
aiobotocore~=2.26.0
msal~=1.2
collate-data-diff>=0.11.11
lkml~=1.3
pymongo~=4.3
simple_salesforce~=1.11
presidio-analyzer==2.2.358
exasol-integration-test-docker-environment<4,>=3.1.0
sqlalchemy-pgspider
pydantic<2.12,>=2.7.0,~=2.0
s3fs~=2023.12.1
sqlalchemy-vertica[vertica-python]>=0.0.5
dagster_graphql>=1.8.0
httpx~=0.28.0
sqlalchemy-pytds~=0.3
collate-data-diff[mysql]
pyasn1>=0.6.3
tableauserverclient==0.40
pydantic-settings>=2.7.0,~=2.0
google-cloud-secret-manager==2.24.0
GeoAlchemy2~=0.12
databricks-sdk~=0.20.0
email-validator>=2.0
sqlalchemy-databricks~=0.1
collate-data-diff[vertica]
importlib-metadata>=4.13.0
kafka-connect-py==0.10.11
deltalake<0.20,>=0.19.0
python-dotenv>=0.19.0
delta-spark<4.0.0,>=3.0.0
sqlalchemy-redshift==0.8.12
giturlparse
pydoris-custom<1.5,>=1.0.2
tenacity<10,>=8.0
websocket-client~=1.6.1
antlr4-python3-runtime==4.9.2
pyhive[hive_pure_sasl]~=0.7
avro<1.12,>=1.11.4
sqlalchemy-bigquery~=1.15.0
boto3~=1.41.5
grpcio-tools>=1.47.2
croniter<3
python-liquid
cached-property==1.5.2
google-crc32c
pandas~=2.0.3
ndg-httpsclient~=0.5.1
adlfs>=2023.1.0
pure-transport==0.2.0
collate-data-diff[snowflake]
kubernetes<36,>=21.0.0
sqlalchemy-ibmi~=0.9.3
ijson~=3.4
azure-storage-blob
pydruid>=0.6.5
neo4j~=5.3
google-cloud-monitoring>=2.0.0
looker-sdk!=24.18.0,>=22.20.0
google-cloud-storage>=1.43.0
azure-keyvault-secrets
cachetools
pure-sasl
pyathena~=3.25.0
thrift-sasl~=0.4
teradatasqlalchemy==20.0.0.2
couchbase~=4.1
cx_Oracle<9,>=8.3.0
snowflake-sqlalchemy>=1.8.0
numpy<2
pyarrow~=16.0
collate-sqllineage>=2.1.3
google-cloud-datacatalog>=3.6.2
dbt-extractor>=0.5.0
cryptography>=46.0.5
shapely
psycopg2-binary
pydomo~=0.3
scikit-learn~=1.0
sqlalchemy-cockroachdb~=2.0

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.25.0

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc<5,>=4.0.35

[backup]
azure-storage-blob
boto3~=1.41.5
azure-identity~=1.12

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

[databricks]
pyasn1>=0.6.3
pyOpenSSL>=26.0.0
databricks-sdk~=0.20.0
sqlalchemy-databricks~=0.1
pyhive[hive_pure_sasl]~=0.7
ndg-httpsclient~=0.5.1

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

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

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

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

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

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

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[mlflow]
mlflow-skinny<3.13,>=3.11.1

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

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

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

[oracle]
collate-data-diff[oracle]
cx_Oracle<9,>=8.3.0
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]
s3fs~=2023.12.1
collate-data-diff[mysql]
pytest-playwright
google-cloud-logging
pymysql~=1.0
GeoAlchemy2~=0.12
cramjam~=2.7
sqlalchemy-redshift==0.8.12
fastavro>=1.2.0
attrs
azure-storage-blob~=12.14
mlflow-skinny<3.13,>=3.11.1
confluent_kafka<=2.6.1,>=2.1.1
protobuf
apache-airflow==3.1.5
avro<1.12,>=1.11.4
sqlalchemy-bigquery~=1.15.0
boto3~=1.41.5
grpcio-tools>=1.47.2
pytest-base-url
opentelemetry-exporter-otlp==1.37.0
collate-dbt-artifacts-parser
pandas~=2.0.3
collate-data-diff[snowflake]
ijson~=3.4
packaging
google-cloud
google-cloud-storage>=1.43.0
cachetools
azure-identity~=1.12
asammdf~=7.4.5
snowflake-sqlalchemy>=1.8.0
pyarrow~=16.0
google-cloud-datacatalog>=3.6.2
numpy<2
presidio-analyzer==2.2.358
aiobotocore~=2.26.0
psycopg2-binary

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

[presto]
pure-transport==0.2.0
pyhive[hive_pure_sasl]~=0.7
collate-data-diff[presto]
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]
fastavro>=1.2.0
grpcio-tools>=1.47.2
confluent_kafka<=2.6.1,>=2.1.1
protobuf
avro<1.12,>=1.11.4

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

[sagemaker]
boto3~=1.41.5

[salesforce]
authlib>=1.3.1
simple_salesforce~=1.11

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
trino[sqlalchemy]
great-expectations~=1.0
typing-inspect
pyOpenSSL>=26.0.0
gitpython~=3.1.34
google-cloud-logging
pymysql~=1.0
requests>=2.23
authlib>=1.3.1
tabulate==0.9.0
validators~=0.22.0
cramjam~=2.7
gcsfs~=2023.12.1
requests-aws4auth~=1.1
hdbcli
mypy_extensions>=0.4.3
jaraco.functools<4.2.0
fastavro>=1.2.0
sqlalchemy_exasol<6,>=5
clickhouse-driver~=0.2
azure-storage-blob~=12.14
collate-data-diff[presto]
mlflow-skinny<3.13,>=3.11.1
presto-types-parser>=0.0.2
confluent_kafka<=2.6.1,>=2.1.1
collate-data-diff[trino]
protobuf
Jinja2>=2.11.3
thrift<1,>=0.13
elasticsearch8~=8.9.0
collate-data-diff[oracle]
impyla[kerberos]~=0.18.0
collate-dbt-artifacts-parser
opensearch-py~=2.4.0
google-cloud-bigtable>=2.0.0
packaging
PyYAML~=6.0
setuptools>=78.1.1
chardet==4.0.0
google-cloud
clickhouse-sqlalchemy~=0.2.0
cassandra-driver>=3.28.0
oracledb~=1.2
azure-identity~=1.12
requests-ntlm
spacy<3.8
memory-profiler
python-dateutil>=2.8.1
asammdf~=7.4.5
pyiceberg==0.5.1
pinotdb~=5.0
sqlalchemy-hana
pyodbc<5,>=4.0.35
impyla~=0.18.0
sqlalchemy<2,>=1.4.0
collate-data-diff[mssql]
collate-data-diff[clickhouse]
jaraco.context>=6.1.0
jsonpatch<2.0,>=1.24
aiobotocore~=2.26.0
msal~=1.2
collate-data-diff>=0.11.11
lkml~=1.3
pymongo~=4.3
simple_salesforce~=1.11
presidio-analyzer==2.2.358
exasol-integration-test-docker-environment<4,>=3.1.0
sqlalchemy-pgspider
pydantic<2.12,>=2.7.0,~=2.0
s3fs~=2023.12.1
sqlalchemy-vertica[vertica-python]>=0.0.5
dagster_graphql>=1.8.0
httpx~=0.28.0
sqlalchemy-pytds~=0.3
collate-data-diff[mysql]
pyasn1>=0.6.3
tableauserverclient==0.40
pydantic-settings>=2.7.0,~=2.0
google-cloud-secret-manager==2.24.0
GeoAlchemy2~=0.12
databricks-sdk~=0.20.0
email-validator>=2.0
sqlalchemy-databricks~=0.1
collate-data-diff[vertica]
importlib-metadata>=4.13.0
kafka-connect-py==0.10.11
deltalake<0.20,>=0.19.0
python-dotenv>=0.19.0
sqlalchemy-redshift==0.8.12
giturlparse
pydoris-custom<1.5,>=1.0.2
tenacity<10,>=8.0
websocket-client~=1.6.1
antlr4-python3-runtime==4.9.2
pyhive[hive_pure_sasl]~=0.7
avro<1.12,>=1.11.4
sqlalchemy-bigquery~=1.15.0
boto3~=1.41.5
grpcio-tools>=1.47.2
croniter<3
python-liquid
cached-property==1.5.2
google-crc32c
pandas~=2.0.3
ndg-httpsclient~=0.5.1
adlfs>=2023.1.0
pure-transport==0.2.0
collate-data-diff[snowflake]
kubernetes<36,>=21.0.0
sqlalchemy-ibmi~=0.9.3
ijson~=3.4
azure-storage-blob
pydruid>=0.6.5
neo4j~=5.3
google-cloud-monitoring>=2.0.0
looker-sdk!=24.18.0,>=22.20.0
google-cloud-storage>=1.43.0
azure-keyvault-secrets
cachetools
pymssql~=2.3.9
pure-sasl
pyathena~=3.25.0
thrift-sasl~=0.4
teradatasqlalchemy==20.0.0.2
couchbase~=4.1
cx_Oracle<9,>=8.3.0
snowflake-sqlalchemy>=1.8.0
numpy<2
pyarrow~=16.0
collate-sqllineage>=2.1.3
google-cloud-datacatalog>=3.6.2
dbt-extractor>=0.5.0
cryptography>=46.0.5
shapely
psycopg2-binary
pydomo~=0.3
sqlalchemy-cockroachdb~=2.0

[snowflake]
snowflake-sqlalchemy>=1.8.0
collate-data-diff[snowflake]

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

[tableau]
tableauserverclient==0.40
packaging
validators~=0.22.0

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
trino[sqlalchemy]
pytest-order
pytest-cov
google-cloud-logging
pymysql~=1.0
pyspark==3.5.6
mypy-boto3-glue
validators~=0.22.0
cramjam~=2.7
gcsfs~=2023.12.1
fastavro>=1.2.0
sqlalchemy_exasol<6,>=5
clickhouse-driver~=0.2
mlflow-skinny<3.13,>=3.11.1
confluent_kafka<=2.6.1,>=2.1.1
faker==37.1.0
protobuf
apache-airflow==3.1.5
dirty-equals
minio==7.2.5
elasticsearch8~=8.9.0
locust~=2.32.0
collate-data-diff[oracle]
collate-dbt-artifacts-parser
opensearch-py~=2.4.0
pytest==7.0.1
google-cloud-bigtable>=2.0.0
cassandra-driver>=3.28.0
kafka-python==2.0.2
clickhouse-sqlalchemy~=0.2.0
boto3-stubs
oracledb~=1.2
spacy<3.8
asammdf~=7.4.5
pyiceberg==0.5.1
collate-data-diff[mssql]
collate-data-diff[clickhouse]
pymongo~=4.3
aiobotocore~=2.26.0
presidio-analyzer==2.2.358
lkml~=1.3
sqlalchemy-pgspider
exasol-integration-test-docker-environment<4,>=3.1.0
s3fs~=2023.12.1
dagster_graphql>=1.8.0
sqlalchemy-pytds~=0.3
tableauserverclient==0.40
collate-data-diff[mysql]
sqlalchemy-databricks~=0.1
databricks-sdk~=0.20.0
GeoAlchemy2~=0.12
kafka-connect-py==0.10.11
deltalake<0.20,>=0.19.0
delta-spark<4.0.0,>=3.0.0
sqlalchemy-redshift==0.8.12
giturlparse
pydoris-custom<1.5,>=1.0.2
coverage
pyhive[hive_pure_sasl]~=0.7
avro<1.12,>=1.11.4
sqlalchemy-bigquery~=1.15.0
requests<3,>=2.31.0
basedpyright~=1.14
boto3~=1.41.5
grpcio-tools>=1.47.2
croniter<3
python-liquid
opentelemetry-exporter-otlp==1.37.0
pandas~=2.0.3
great-expectations~=0.18.0
ijson~=3.4
neo4j~=5.3
looker-sdk!=24.18.0,>=22.20.0
google-cloud-monitoring>=2.0.0
google-cloud-storage>=1.43.0
cachetools
freezegun
pyathena~=3.25.0
factory-boy~=3.3.3
cx_Oracle<9,>=8.3.0
snowflake-sqlalchemy>=1.8.0
pyarrow~=16.0
numpy<2
google-cloud-datacatalog>=3.6.2
psycopg2-binary
pydomo~=0.3
scikit-learn~=1.0
sqlalchemy-cockroachdb~=2.0

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

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