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

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

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

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

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

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

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

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

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

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

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

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
numpy<2
pandas~=2.0.3

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

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

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

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

[sagemaker]
boto3~=1.41.5

[salesforce]
simple_salesforce~=1.11
authlib>=1.3.1

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

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

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

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

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

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

[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
