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

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

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

[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
boto3~=1.41.5
azure-storage-blob

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

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

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

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

[deltalake]
deltalake<0.20,>=0.19.0
delta-spark<4.0.0,>=3.0.0
pyspark==3.5.6

[deltalake-spark]
delta-spark<4.0.0,>=3.0.0
pyspark==3.5.6

[deltalake-storage]
deltalake<0.20,>=0.19.0

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

[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]
exasol-integration-test-docker-environment<4,>=3.1.0
sqlalchemy_exasol<6,>=5

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
numpy<2
pandas~=2.0.3

[pgspider]
sqlalchemy-pgspider
psycopg2-binary

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

[pinotdb]
pinotdb~=5.0

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

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

[powerbi]
boto3~=1.41.5
azure-identity~=1.12
msal~=1.2
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
pure-transport==0.2.0
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]
confluent_kafka<=2.6.1,>=2.1.1
grpcio-tools>=1.47.2
fastavro>=1.2.0
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]
sqlalchemy-bigquery~=1.15.0
presidio-analyzer==2.2.358
grpcio-tools>=1.47.2
cachetools
avro<1.12,>=1.11.4

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

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

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

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

[snowflake]
snowflake-sqlalchemy~=1.4
collate-data-diff[snowflake]

[superset]

[tableau]
packaging
validators~=0.22.0
tableauserverclient==0.25

[teradata]
teradatasqlalchemy==20.0.0.2

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

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

[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
