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

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

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

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

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

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

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

[dbt]
azure-identity~=1.12
boto3~=1.41.5
azure-storage-blob~=12.14
collate-dbt-artifacts-parser
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]
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
spacy<3.8
isort
pycln
build
presidio-analyzer==2.2.358
twine
cachetools
pylint~=3.2.0
uvloop==0.21.0
boto3-stubs
pre-commit
avro<1.12,>=1.11.4
sqlalchemy-bigquery~=1.15.0
grpcio-tools>=1.47.2
mypy-boto3-glue
black==22.3.0

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

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

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

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
pandas~=2.0.3
numpy<2

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

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

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

[presto]
presto-types-parser>=0.0.2
pyhive[hive_pure_sasl]~=0.7
pure-transport==0.2.0
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]
confluent_kafka<=2.6.1,>=2.1.1
avro<1.12,>=1.11.4
grpcio-tools>=1.47.2
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]
spacy<3.8
presidio-analyzer==2.2.358
cachetools
avro<1.12,>=1.11.4
sqlalchemy-bigquery~=1.15.0
grpcio-tools>=1.47.2

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

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

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

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

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

[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]
