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

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

[all]
impyla~=0.18.0
msal~=1.2
requests-ntlm
python-dateutil>=2.8.1
pydantic-settings>=2.7.0,~=2.0
typing-inspect
pinotdb~=5.0
websocket-client~=1.6.1
collate-data-diff[clickhouse]
authlib>=1.3.1
simple_salesforce~=1.11
pymysql~=1.0
pyarrow<26,>=23.0.1
cx_Oracle<9,>=8.3.0
giturlparse
tenacity<10,>=8.0
sqlalchemy-cockroachdb~=2.0
azure-storage-blob~=12.14
pyasn1>=0.6.3
croniter<3
pyodbc<5,>=4.0.35
mlflow-skinny<3.15,>=3.13.0
google-cloud-logging
gitpython~=3.1.34
kafka-connect-py==0.10.11
kubernetes<36,>=21.0.0
dagster_graphql>=1.8.0
cachetools
google-cloud-bigtable>=2.0.0
jaraco.context>=6.1.0
boto3~=1.41.5
ijson~=3.4
grpcio-tools>=1.47.2
google-cloud-monitoring>=2.0.0
google-cloud-storage>=1.43.0
ndg-httpsclient~=0.5.1
sqlalchemy-databricks~=0.1
lkml~=1.3
validators~=0.22.0
antlr4-python3-runtime==4.9.2
GeoAlchemy2~=0.12
collate-dbt-artifacts-parser
sqlalchemy<2,>=1.4.0
tableauserverclient==0.40
python-dotenv>=0.19.0
pymssql~=2.3.9
sqlalchemy_exasol<6,>=5
avro<1.12,>=1.11.4
google-crc32c
clickhouse-sqlalchemy~=0.2.0
memory-profiler
packaging
httpx~=0.28.0
pydruid>=0.6.5
sqlalchemy-pytds~=0.3
hdbcli
azure-keyvault-secrets
google-cloud-secret-manager==2.24.0
sqlalchemy-ibmi~=0.9.3
aiobotocore~=2.26.0
python-liquid
great-expectations~=1.0
sqlalchemy-pgspider
gcsfs~=2023.12.1
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-data-diff[vertica]
google-cloud
teradatasqlalchemy==20.0.0.2
shapely
jaraco.functools<4.2.0
mypy_extensions>=0.4.3
opensearch-py~=2.4.0
jsonpatch<2.0,>=1.24
presto-types-parser>=0.0.2
requests-aws4auth~=1.1
elasticsearch8~=8.9.0
cryptography>=46.0.5
importlib-metadata>=4.13.0
dbt-extractor>=0.5.0
collate-data-diff[snowflake]
pyspark==3.5.6
spacy<3.8
collate-data-diff[mysql]
collate-data-diff>=0.11.11
sqlalchemy-bigquery~=1.15.0
clickhouse-driver~=0.2
fastavro>=1.2.0
impyla[kerberos]~=0.18.0
pure-transport==0.2.0
collate-sqllineage>=2.1.3
google-cloud-datacatalog>=3.6.2
pydantic<2.12,>=2.7.0,~=2.0
protobuf
setuptools>=78.1.1
pyOpenSSL>=26.0.0
collate-data-diff[oracle]
trino[sqlalchemy]
cassandra-driver>=3.28.0
presidio-analyzer==2.2.358
chardet==4.0.0
cached-property==1.5.2
sqlalchemy-redshift==0.8.12
confluent_kafka<=2.6.1,>=2.1.1
PyYAML~=6.0
s3fs~=2023.12.1
pure-sasl
pyiceberg==0.5.1
looker-sdk!=24.18.0,>=22.20.0
azure-identity~=1.12
pymongo~=4.3
collate-data-diff[mssql]
deltalake<0.20,>=0.19.0
databricks-sdk~=0.20.0
pydoris-custom<1.5,>=1.0.2
pyhive[hive_pure_sasl]~=0.7
couchbase~=4.1
psycopg2-binary
numpy<2
asammdf~=7.4.5
Jinja2>=2.11.3
pyathena~=3.25.0
requests>=2.23
pydomo~=0.3
pandas~=2.0.3
neo4j~=5.3
adlfs>=2023.1.0
email-validator>=2.0
cramjam~=2.7
exasol-integration-test-docker-environment<4,>=3.1.0
thrift<1,>=0.13
thrift-sasl~=0.4
oracledb~=1.2
azure-storage-blob
collate-data-diff[presto]
sqlalchemy-hana
snowflake-sqlalchemy>=1.8.0
collate-data-diff[trino]
tabulate==0.9.0
delta-spark<4.0.0,>=3.0.0
scikit-learn~=1.0

[all-dev-env]
impyla~=0.18.0
msal~=1.2
requests-ntlm
python-dateutil>=2.8.1
pydantic-settings>=2.7.0,~=2.0
typing-inspect
pinotdb~=5.0
websocket-client~=1.6.1
collate-data-diff[clickhouse]
authlib>=1.3.1
simple_salesforce~=1.11
pymysql~=1.0
pyarrow<26,>=23.0.1
cx_Oracle<9,>=8.3.0
giturlparse
tenacity<10,>=8.0
sqlalchemy-cockroachdb~=2.0
azure-storage-blob~=12.14
pyasn1>=0.6.3
croniter<3
pyodbc<5,>=4.0.35
mlflow-skinny<3.15,>=3.13.0
google-cloud-logging
gitpython~=3.1.34
kafka-connect-py==0.10.11
kubernetes<36,>=21.0.0
dagster_graphql>=1.8.0
cachetools
google-cloud-bigtable>=2.0.0
jaraco.context>=6.1.0
boto3~=1.41.5
ijson~=3.4
grpcio-tools>=1.47.2
google-cloud-monitoring>=2.0.0
google-cloud-storage>=1.43.0
ndg-httpsclient~=0.5.1
sqlalchemy-databricks~=0.1
lkml~=1.3
validators~=0.22.0
antlr4-python3-runtime==4.9.2
GeoAlchemy2~=0.12
collate-dbt-artifacts-parser
sqlalchemy<2,>=1.4.0
tableauserverclient==0.40
python-dotenv>=0.19.0
sqlalchemy_exasol<6,>=5
avro<1.12,>=1.11.4
google-crc32c
clickhouse-sqlalchemy~=0.2.0
memory-profiler
packaging
httpx~=0.28.0
pydruid>=0.6.5
sqlalchemy-pytds~=0.3
hdbcli
azure-keyvault-secrets
google-cloud-secret-manager==2.24.0
sqlalchemy-ibmi~=0.9.3
aiobotocore~=2.26.0
python-liquid
great-expectations~=1.0
sqlalchemy-pgspider
gcsfs~=2023.12.1
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-data-diff[vertica]
google-cloud
teradatasqlalchemy==20.0.0.2
shapely
jaraco.functools<4.2.0
mypy_extensions>=0.4.3
opensearch-py~=2.4.0
jsonpatch<2.0,>=1.24
presto-types-parser>=0.0.2
requests-aws4auth~=1.1
elasticsearch8~=8.9.0
cryptography>=46.0.5
importlib-metadata>=4.13.0
dbt-extractor>=0.5.0
collate-data-diff[snowflake]
pyspark==3.5.6
spacy<3.8
collate-data-diff[mysql]
collate-data-diff>=0.11.11
sqlalchemy-bigquery~=1.15.0
clickhouse-driver~=0.2
fastavro>=1.2.0
impyla[kerberos]~=0.18.0
pure-transport==0.2.0
collate-sqllineage>=2.1.3
google-cloud-datacatalog>=3.6.2
pydantic<2.12,>=2.7.0,~=2.0
protobuf
setuptools>=78.1.1
pyOpenSSL>=26.0.0
collate-data-diff[oracle]
trino[sqlalchemy]
cassandra-driver>=3.28.0
presidio-analyzer==2.2.358
chardet==4.0.0
cached-property==1.5.2
sqlalchemy-redshift==0.8.12
confluent_kafka<=2.6.1,>=2.1.1
PyYAML~=6.0
s3fs~=2023.12.1
pure-sasl
pyiceberg==0.5.1
looker-sdk!=24.18.0,>=22.20.0
azure-identity~=1.12
pymongo~=4.3
collate-data-diff[mssql]
deltalake<0.20,>=0.19.0
databricks-sdk~=0.20.0
pydoris-custom<1.5,>=1.0.2
pyhive[hive_pure_sasl]~=0.7
couchbase~=4.1
psycopg2-binary
numpy<2
asammdf~=7.4.5
Jinja2>=2.11.3
pyathena~=3.25.0
requests>=2.23
pydomo~=0.3
pandas~=2.0.3
neo4j~=5.3
adlfs>=2023.1.0
email-validator>=2.0
cramjam~=2.7
exasol-integration-test-docker-environment<4,>=3.1.0
thrift<1,>=0.13
thrift-sasl~=0.4
oracledb~=1.2
azure-storage-blob
collate-data-diff[presto]
sqlalchemy-hana
snowflake-sqlalchemy>=1.8.0
collate-data-diff[trino]
tabulate==0.9.0
delta-spark<4.0.0,>=3.0.0
scikit-learn~=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
boto3~=1.41.5
azure-storage-blob

[bigquery]
sqlalchemy-bigquery~=1.15.0
cachetools
google-cloud-datacatalog>=3.6.2
google-cloud-logging
numpy<2
pyarrow<26,>=23.0.1

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

[datalake-azure]
pandas~=2.0.3
boto3~=1.41.5
adlfs>=2023.1.0
azure-storage-blob~=12.14
ijson~=3.4
cramjam~=2.7
fastavro>=1.2.0
azure-identity~=1.12
avro<1.12,>=1.11.4
asammdf~=7.4.5
pyarrow<26,>=23.0.1
aiobotocore~=2.26.0
numpy<2

[datalake-gcs]
gcsfs~=2023.12.1
pandas~=2.0.3
boto3~=1.41.5
ijson~=3.4
cramjam~=2.7
fastavro>=1.2.0
avro<1.12,>=1.11.4
google-cloud-monitoring>=2.0.0
google-cloud-storage>=1.43.0
asammdf~=7.4.5
pyarrow<26,>=23.0.1
aiobotocore~=2.26.0
numpy<2

[datalake-s3]
pandas~=2.0.3
boto3~=1.41.5
s3fs~=2023.12.1
ijson~=3.4
cramjam~=2.7
fastavro>=1.2.0
avro<1.12,>=1.11.4
asammdf~=7.4.5
pyarrow<26,>=23.0.1
aiobotocore~=2.26.0
numpy<2

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

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

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

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

[iceberg]
gcsfs~=2023.12.1
adlfs>=2023.1.0
pyiceberg==0.5.1
pydantic<2.12,>=2.7.0,~=2.0
pyarrow<26,>=23.0.1

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[mlflow]
mlflow-skinny<3.15,>=3.13.0

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

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

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

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

[nifi]

[openlineage]
grpcio-tools>=1.47.2
confluent_kafka<=2.6.1,>=2.1.1
fastavro>=1.2.0
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]
pandas~=2.0.3
presidio-analyzer==2.2.358
spacy<3.8
numpy<2

[pinotdb]
pinotdb~=5.0

[playwright]
google-cloud
pymysql~=1.0
pyarrow<26,>=23.0.1
collate-data-diff[mysql]
sqlalchemy-bigquery~=1.15.0
azure-storage-blob~=12.14
fastavro>=1.2.0
protobuf
google-cloud-datacatalog>=3.6.2
mlflow-skinny<3.15,>=3.13.0
google-cloud-logging
cachetools
pytest-playwright
presidio-analyzer==2.2.358
sqlalchemy-redshift==0.8.12
confluent_kafka<=2.6.1,>=2.1.1
boto3~=1.41.5
s3fs~=2023.12.1
ijson~=3.4
opentelemetry-exporter-otlp==1.37.0
azure-identity~=1.12
apache-airflow==3.1.5
grpcio-tools>=1.47.2
google-cloud-storage>=1.43.0
psycopg2-binary
attrs
numpy<2
asammdf~=7.4.5
GeoAlchemy2~=0.12
pytest-base-url
collate-dbt-artifacts-parser
pandas~=2.0.3
collate-data-diff[snowflake]
cramjam~=2.7
snowflake-sqlalchemy>=1.8.0
avro<1.12,>=1.11.4
packaging
aiobotocore~=2.26.0

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

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

[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<26,>=23.0.1

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3~=1.41.5

[redash]
packaging

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

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

[sagemaker]
boto3~=1.41.5

[salesforce]
simple_salesforce~=1.11
authlib>=1.3.1

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
impyla~=0.18.0
msal~=1.2
requests-ntlm
python-dateutil>=2.8.1
pydantic-settings>=2.7.0,~=2.0
typing-inspect
pinotdb~=5.0
websocket-client~=1.6.1
collate-data-diff[clickhouse]
authlib>=1.3.1
simple_salesforce~=1.11
pymysql~=1.0
pyarrow<26,>=23.0.1
cx_Oracle<9,>=8.3.0
giturlparse
tenacity<10,>=8.0
sqlalchemy-cockroachdb~=2.0
azure-storage-blob~=12.14
pyasn1>=0.6.3
croniter<3
pyodbc<5,>=4.0.35
mlflow-skinny<3.15,>=3.13.0
google-cloud-logging
gitpython~=3.1.34
kafka-connect-py==0.10.11
kubernetes<36,>=21.0.0
dagster_graphql>=1.8.0
cachetools
google-cloud-bigtable>=2.0.0
jaraco.context>=6.1.0
boto3~=1.41.5
ijson~=3.4
grpcio-tools>=1.47.2
google-cloud-monitoring>=2.0.0
google-cloud-storage>=1.43.0
ndg-httpsclient~=0.5.1
sqlalchemy-databricks~=0.1
lkml~=1.3
validators~=0.22.0
antlr4-python3-runtime==4.9.2
GeoAlchemy2~=0.12
collate-dbt-artifacts-parser
sqlalchemy<2,>=1.4.0
tableauserverclient==0.40
python-dotenv>=0.19.0
pymssql~=2.3.9
sqlalchemy_exasol<6,>=5
avro<1.12,>=1.11.4
google-crc32c
clickhouse-sqlalchemy~=0.2.0
memory-profiler
packaging
httpx~=0.28.0
pydruid>=0.6.5
sqlalchemy-pytds~=0.3
hdbcli
azure-keyvault-secrets
google-cloud-secret-manager==2.24.0
sqlalchemy-ibmi~=0.9.3
aiobotocore~=2.26.0
python-liquid
great-expectations~=1.0
sqlalchemy-pgspider
gcsfs~=2023.12.1
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-data-diff[vertica]
google-cloud
teradatasqlalchemy==20.0.0.2
shapely
jaraco.functools<4.2.0
mypy_extensions>=0.4.3
opensearch-py~=2.4.0
jsonpatch<2.0,>=1.24
presto-types-parser>=0.0.2
requests-aws4auth~=1.1
elasticsearch8~=8.9.0
cryptography>=46.0.5
importlib-metadata>=4.13.0
dbt-extractor>=0.5.0
collate-data-diff[snowflake]
spacy<3.8
collate-data-diff[mysql]
collate-data-diff>=0.11.11
sqlalchemy-bigquery~=1.15.0
clickhouse-driver~=0.2
fastavro>=1.2.0
impyla[kerberos]~=0.18.0
pure-transport==0.2.0
collate-sqllineage>=2.1.3
google-cloud-datacatalog>=3.6.2
pydantic<2.12,>=2.7.0,~=2.0
protobuf
setuptools>=78.1.1
pyOpenSSL>=26.0.0
collate-data-diff[oracle]
trino[sqlalchemy]
cassandra-driver>=3.28.0
presidio-analyzer==2.2.358
chardet==4.0.0
cached-property==1.5.2
sqlalchemy-redshift==0.8.12
confluent_kafka<=2.6.1,>=2.1.1
PyYAML~=6.0
s3fs~=2023.12.1
pure-sasl
pyiceberg==0.5.1
looker-sdk!=24.18.0,>=22.20.0
azure-identity~=1.12
pymongo~=4.3
collate-data-diff[mssql]
deltalake<0.20,>=0.19.0
databricks-sdk~=0.20.0
pydoris-custom<1.5,>=1.0.2
pyhive[hive_pure_sasl]~=0.7
couchbase~=4.1
psycopg2-binary
numpy<2
asammdf~=7.4.5
Jinja2>=2.11.3
pyathena~=3.25.0
requests>=2.23
pydomo~=0.3
pandas~=2.0.3
neo4j~=5.3
adlfs>=2023.1.0
email-validator>=2.0
cramjam~=2.7
exasol-integration-test-docker-environment<4,>=3.1.0
thrift<1,>=0.13
thrift-sasl~=0.4
oracledb~=1.2
azure-storage-blob
collate-data-diff[presto]
sqlalchemy-hana
snowflake-sqlalchemy>=1.8.0
collate-data-diff[trino]
tabulate==0.9.0

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
pytest-order
kafka-python==2.0.2
factory-boy~=3.3.3
collate-data-diff[clickhouse]
boto3-stubs
pytest==7.0.1
pymysql~=1.0
pyarrow<26,>=23.0.1
cx_Oracle<9,>=8.3.0
giturlparse
sqlalchemy-cockroachdb~=2.0
requests<3,>=2.31.0
croniter<3
mlflow-skinny<3.15,>=3.13.0
google-cloud-logging
locust~=2.32.0
kafka-connect-py==0.10.11
dagster_graphql>=1.8.0
cachetools
google-cloud-bigtable>=2.0.0
boto3~=1.41.5
ijson~=3.4
opentelemetry-exporter-otlp==1.37.0
grpcio-tools>=1.47.2
google-cloud-monitoring>=2.0.0
google-cloud-storage>=1.43.0
sqlalchemy-databricks~=0.1
lkml~=1.3
validators~=0.22.0
skops
GeoAlchemy2~=0.12
collate-dbt-artifacts-parser
great-expectations~=0.18.0
sqlalchemy_exasol<6,>=5
avro<1.12,>=1.11.4
minio==7.2.5
clickhouse-sqlalchemy~=0.2.0
sqlalchemy-pytds~=0.3
aiobotocore~=2.26.0
python-liquid
freezegun
sqlalchemy-pgspider
pytest-cov
gcsfs~=2023.12.1
mypy-boto3-glue
coverage
opensearch-py~=2.4.0
elasticsearch8~=8.9.0
spacy<3.8
pyspark==3.5.6
collate-data-diff[mysql]
clickhouse-driver~=0.2
sqlalchemy-bigquery~=1.15.0
fastavro>=1.2.0
protobuf
google-cloud-datacatalog>=3.6.2
dirty-equals
basedpyright~=1.14
collate-data-diff[oracle]
trino[sqlalchemy]
cassandra-driver>=3.28.0
presidio-analyzer==2.2.358
sqlalchemy-redshift==0.8.12
confluent_kafka<=2.6.1,>=2.1.1
looker-sdk!=24.18.0,>=22.20.0
s3fs~=2023.12.1
collate-data-diff[mssql]
pyiceberg==0.5.1
pymongo~=4.3
deltalake<0.20,>=0.19.0
apache-airflow==3.1.5
databricks-sdk~=0.20.0
pydoris-custom<1.5,>=1.0.2
pyhive[hive_pure_sasl]~=0.7
psycopg2-binary
asammdf~=7.4.5
numpy<2
pyathena~=3.25.0
pydomo~=0.3
pandas~=2.0.3
neo4j~=5.3
tableauserverclient==0.40
oracledb~=1.2
cramjam~=2.7
faker==37.1.0
exasol-integration-test-docker-environment<4,>=3.1.0
snowflake-sqlalchemy>=1.8.0
scikit-learn~=1.0
delta-spark<4.0.0,>=3.0.0

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

[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]
