azure-identity~=1.12
tabulate==0.9.0
PyYAML~=6.0
antlr4-python3-runtime==4.9.2
requests-aws4auth~=1.1
kubernetes>=21.0.0
snowflake-connector-python~=3.18.0
jaraco.context==6.0.1
boto3~=1.41.5
chardet==4.0.0
collate-sqllineage>=2.0.2
httpx~=0.28.0
Jinja2>=2.11.3
importlib-metadata>=4.13.0
typing-inspect
shapely
python-dotenv>=0.19.0
mypy_extensions>=0.4.3
pymysql~=1.0
sqlalchemy<2,>=1.4.0
python-dateutil>=2.8.1
collate-data-diff>=0.11.9
google-crc32c
pydantic<2.12,>=2.7.0,~=2.0
google-cloud-secret-manager==2.24.0
jsonpatch<2.0,>=1.24
jaraco.functools<4.2.0
pydantic-settings>=2.7.0,~=2.0
packaging
setuptools<81,>=78.1.1
cached-property==1.5.2
cryptography>=42.0.0
requests>=2.23
azure-keyvault-secrets
email-validator>=2.0
memory-profiler

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

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

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

[all]
scikit-learn~=1.0
azure-identity~=1.12
trino[sqlalchemy]
sqlalchemy-cockroachdb~=2.0
tabulate==0.9.0
s3fs~=2023.12.1
antlr4-python3-runtime==4.9.2
pyathena~=3.25.0
croniter<3
sqlalchemy-pgspider
snowflake-connector-python~=3.18.0
pyodbc<5,>=4.0.35
google-cloud-bigtable>=2.0.0
databricks-sdk~=0.20.0
validators~=0.22.0
pure-transport==0.2.0
boto3~=1.41.5
chardet==4.0.0
opensearch-py~=2.4.0
collate-data-diff[presto]
azure-storage-blob~=12.14
hdbcli
pydoris-custom<1.5,>=1.0.2
cx_Oracle<9,>=8.3.0
pymssql~=2.3.9
collate-data-diff[vertica]
psycopg2-binary
ndg-httpsclient~=0.5.1
avro<1.12,>=1.11.4
Jinja2>=2.11.3
importlib-metadata>=4.13.0
typing-inspect
google-cloud-logging
mlflow-skinny~=3.6.0
mypy_extensions>=0.4.3
great-expectations~=1.0
simple_salesforce~=1.11
teradatasqlalchemy==20.0.0.2
requests-ntlm
sqlalchemy<2,>=1.4.0
presidio-analyzer==2.2.358
collate-data-diff>=0.11.9
google-crc32c
lkml~=1.3
gitpython~=3.1.34
thrift-sasl~=0.4
impyla~=0.18.0
clickhouse-sqlalchemy~=0.2.0
aiobotocore~=2.26.0
sqlalchemy_exasol<6,>=5
pydantic-settings>=2.7.0,~=2.0
pymongo~=4.3
sqlalchemy-vertica[vertica-python]>=0.0.5
setuptools<81,>=78.1.1
pydomo~=0.3
couchbase~=4.1
neo4j~=5.3
pyspark==3.5.6
elasticsearch8~=8.9.0
sqlalchemy-hana
collate-data-diff[oracle]
azure-keyvault-secrets
google-cloud-datacatalog>=3.6.2
collate-data-diff[snowflake]
collate-data-diff[trino]
delta-spark<4.0.0,>=3.0.0
pinotdb~=5.0
pyiceberg==0.5.1
PyYAML~=6.0
confluent_kafka<=2.6.1,>=2.1.1
dagster_graphql>=1.8.0
giturlparse
requests-aws4auth~=1.1
sqlalchemy-ibmi~=0.9.3
kubernetes>=21.0.0
deltalake<0.20,>=0.19.0
presto-types-parser>=0.0.2
looker-sdk!=24.18.0,>=22.20.0
jaraco.context==6.0.1
protobuf
oracledb~=1.2
numpy<2
sqlalchemy-redshift==0.8.12
GeoAlchemy2~=0.12
pyarrow~=16.0
pyOpenSSL~=24.1.0
fastavro>=1.2.0
kafka-connect-py==0.10.11
pydruid>=0.6.5
google-cloud-monitoring>=2.0.0
spacy<3.8
collate-sqllineage>=2.0.2
adlfs>=2023.1.0
cassandra-driver>=3.28.0
httpx~=0.28.0
shapely
pyasn1~=0.6.0
msal~=1.2
authlib>=1.3.1
python-dotenv>=0.19.0
websocket-client~=1.6.1
pymysql~=1.0
pure-sasl
gcsfs~=2023.12.1
python-dateutil>=2.8.1
collate-data-diff[clickhouse]
collate-data-diff[mysql]
pydantic<2.12,>=2.7.0,~=2.0
sqlalchemy-bigquery~=1.15.0
google-cloud-secret-manager==2.24.0
jsonpatch<2.0,>=1.24
google-cloud
cramjam~=2.7
jaraco.functools<4.2.0
cachetools
azure-storage-blob
collate-data-diff[mssql]
sqlalchemy-pytds~=0.3
ijson~=3.4
grpcio-tools>=1.47.2
pandas~=2.0.3
packaging
sqlalchemy-databricks~=0.1
cached-property==1.5.2
exasol-integration-test-docker-environment<4,>=3.1.0
cryptography>=42.0.0
google-cloud-storage>=1.43.0
requests>=2.23
pyhive[hive_pure_sasl]~=0.7
thrift<1,>=0.13
impyla[kerberos]~=0.18.0
snowflake-sqlalchemy~=1.4
tableauserverclient==0.25
clickhouse-driver~=0.2
collate-dbt-artifacts-parser
asammdf~=7.4.5
email-validator>=2.0
memory-profiler
python-liquid

[all-dev-env]
scikit-learn~=1.0
azure-identity~=1.12
trino[sqlalchemy]
sqlalchemy-cockroachdb~=2.0
tabulate==0.9.0
s3fs~=2023.12.1
antlr4-python3-runtime==4.9.2
pyathena~=3.25.0
croniter<3
sqlalchemy-pgspider
snowflake-connector-python~=3.18.0
pyodbc<5,>=4.0.35
google-cloud-bigtable>=2.0.0
databricks-sdk~=0.20.0
validators~=0.22.0
pure-transport==0.2.0
boto3~=1.41.5
chardet==4.0.0
opensearch-py~=2.4.0
collate-data-diff[presto]
azure-storage-blob~=12.14
hdbcli
pydoris-custom<1.5,>=1.0.2
cx_Oracle<9,>=8.3.0
collate-data-diff[vertica]
psycopg2-binary
ndg-httpsclient~=0.5.1
avro<1.12,>=1.11.4
Jinja2>=2.11.3
importlib-metadata>=4.13.0
typing-inspect
google-cloud-logging
mlflow-skinny~=3.6.0
mypy_extensions>=0.4.3
great-expectations~=1.0
simple_salesforce~=1.11
teradatasqlalchemy==20.0.0.2
requests-ntlm
sqlalchemy<2,>=1.4.0
presidio-analyzer==2.2.358
collate-data-diff>=0.11.9
google-crc32c
lkml~=1.3
gitpython~=3.1.34
thrift-sasl~=0.4
impyla~=0.18.0
clickhouse-sqlalchemy~=0.2.0
aiobotocore~=2.26.0
sqlalchemy_exasol<6,>=5
pydantic-settings>=2.7.0,~=2.0
pymongo~=4.3
sqlalchemy-vertica[vertica-python]>=0.0.5
setuptools<81,>=78.1.1
pydomo~=0.3
couchbase~=4.1
neo4j~=5.3
pyspark==3.5.6
elasticsearch8~=8.9.0
sqlalchemy-hana
collate-data-diff[oracle]
azure-keyvault-secrets
google-cloud-datacatalog>=3.6.2
collate-data-diff[snowflake]
collate-data-diff[trino]
delta-spark<4.0.0,>=3.0.0
pinotdb~=5.0
pyiceberg==0.5.1
PyYAML~=6.0
confluent_kafka<=2.6.1,>=2.1.1
dagster_graphql>=1.8.0
giturlparse
requests-aws4auth~=1.1
sqlalchemy-ibmi~=0.9.3
kubernetes>=21.0.0
deltalake<0.20,>=0.19.0
presto-types-parser>=0.0.2
looker-sdk!=24.18.0,>=22.20.0
jaraco.context==6.0.1
protobuf
oracledb~=1.2
numpy<2
sqlalchemy-redshift==0.8.12
GeoAlchemy2~=0.12
pyarrow~=16.0
pyOpenSSL~=24.1.0
fastavro>=1.2.0
kafka-connect-py==0.10.11
pydruid>=0.6.5
google-cloud-monitoring>=2.0.0
spacy<3.8
collate-sqllineage>=2.0.2
adlfs>=2023.1.0
cassandra-driver>=3.28.0
httpx~=0.28.0
shapely
pyasn1~=0.6.0
msal~=1.2
authlib>=1.3.1
python-dotenv>=0.19.0
websocket-client~=1.6.1
pymysql~=1.0
pure-sasl
gcsfs~=2023.12.1
python-dateutil>=2.8.1
collate-data-diff[clickhouse]
collate-data-diff[mysql]
pydantic<2.12,>=2.7.0,~=2.0
sqlalchemy-bigquery~=1.15.0
google-cloud-secret-manager==2.24.0
jsonpatch<2.0,>=1.24
google-cloud
cramjam~=2.7
jaraco.functools<4.2.0
cachetools
azure-storage-blob
collate-data-diff[mssql]
sqlalchemy-pytds~=0.3
ijson~=3.4
grpcio-tools>=1.47.2
pandas~=2.0.3
packaging
sqlalchemy-databricks~=0.1
cached-property==1.5.2
exasol-integration-test-docker-environment<4,>=3.1.0
cryptography>=42.0.0
google-cloud-storage>=1.43.0
requests>=2.23
pyhive[hive_pure_sasl]~=0.7
thrift<1,>=0.13
impyla[kerberos]~=0.18.0
snowflake-sqlalchemy~=1.4
tableauserverclient==0.25
clickhouse-driver~=0.2
collate-dbt-artifacts-parser
asammdf~=7.4.5
email-validator>=2.0
memory-profiler
python-liquid

[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
azure-storage-blob
boto3~=1.41.5

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

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

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

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

[deltalake]
pyspark==3.5.6
deltalake<0.20,>=0.19.0
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
presidio-analyzer==2.2.358
black==22.3.0
build
twine
pre-commit
sqlalchemy-bigquery~=1.15.0
boto3-stubs
avro<1.12,>=1.11.4
pycln
cachetools
datamodel-code-generator==0.25.6
pylint~=3.2.0
grpcio-tools>=1.47.2
isort
uvloop==0.21.0

[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]
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
psycopg2-binary
packaging
GeoAlchemy2~=0.12

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

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

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

[nifi]

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

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

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

[presto]
presto-types-parser>=0.0.2
pure-transport==0.2.0
collate-data-diff[presto]
pyhive[hive_pure_sasl]~=0.7

[pyarrow]
pyarrow~=16.0

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3~=1.41.5

[redash]
packaging

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

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

[sagemaker]
boto3~=1.41.5

[salesforce]
authlib>=1.3.1
simple_salesforce~=1.11

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
azure-identity~=1.12
trino[sqlalchemy]
sqlalchemy-cockroachdb~=2.0
tabulate==0.9.0
s3fs~=2023.12.1
antlr4-python3-runtime==4.9.2
pyathena~=3.25.0
croniter<3
sqlalchemy-pgspider
snowflake-connector-python~=3.18.0
pyodbc<5,>=4.0.35
google-cloud-bigtable>=2.0.0
databricks-sdk~=0.20.0
validators~=0.22.0
pure-transport==0.2.0
boto3~=1.41.5
chardet==4.0.0
opensearch-py~=2.4.0
collate-data-diff[presto]
azure-storage-blob~=12.14
hdbcli
pydoris-custom<1.5,>=1.0.2
cx_Oracle<9,>=8.3.0
pymssql~=2.3.9
collate-data-diff[vertica]
psycopg2-binary
ndg-httpsclient~=0.5.1
avro<1.12,>=1.11.4
Jinja2>=2.11.3
importlib-metadata>=4.13.0
typing-inspect
google-cloud-logging
mlflow-skinny~=3.6.0
mypy_extensions>=0.4.3
great-expectations~=1.0
simple_salesforce~=1.11
teradatasqlalchemy==20.0.0.2
requests-ntlm
sqlalchemy<2,>=1.4.0
presidio-analyzer==2.2.358
collate-data-diff>=0.11.9
google-crc32c
lkml~=1.3
gitpython~=3.1.34
thrift-sasl~=0.4
impyla~=0.18.0
clickhouse-sqlalchemy~=0.2.0
aiobotocore~=2.26.0
sqlalchemy_exasol<6,>=5
pydantic-settings>=2.7.0,~=2.0
pymongo~=4.3
sqlalchemy-vertica[vertica-python]>=0.0.5
setuptools<81,>=78.1.1
pydomo~=0.3
couchbase~=4.1
neo4j~=5.3
elasticsearch8~=8.9.0
sqlalchemy-hana
collate-data-diff[oracle]
azure-keyvault-secrets
google-cloud-datacatalog>=3.6.2
collate-data-diff[snowflake]
collate-data-diff[trino]
pinotdb~=5.0
pyiceberg==0.5.1
PyYAML~=6.0
confluent_kafka<=2.6.1,>=2.1.1
dagster_graphql>=1.8.0
giturlparse
requests-aws4auth~=1.1
sqlalchemy-ibmi~=0.9.3
kubernetes>=21.0.0
deltalake<0.20,>=0.19.0
presto-types-parser>=0.0.2
looker-sdk!=24.18.0,>=22.20.0
jaraco.context==6.0.1
protobuf
oracledb~=1.2
numpy<2
sqlalchemy-redshift==0.8.12
GeoAlchemy2~=0.12
pyarrow~=16.0
pyOpenSSL~=24.1.0
fastavro>=1.2.0
kafka-connect-py==0.10.11
pydruid>=0.6.5
google-cloud-monitoring>=2.0.0
spacy<3.8
collate-sqllineage>=2.0.2
adlfs>=2023.1.0
cassandra-driver>=3.28.0
httpx~=0.28.0
shapely
pyasn1~=0.6.0
msal~=1.2
authlib>=1.3.1
python-dotenv>=0.19.0
websocket-client~=1.6.1
pymysql~=1.0
pure-sasl
gcsfs~=2023.12.1
python-dateutil>=2.8.1
collate-data-diff[clickhouse]
collate-data-diff[mysql]
pydantic<2.12,>=2.7.0,~=2.0
sqlalchemy-bigquery~=1.15.0
google-cloud-secret-manager==2.24.0
jsonpatch<2.0,>=1.24
google-cloud
cramjam~=2.7
jaraco.functools<4.2.0
cachetools
azure-storage-blob
collate-data-diff[mssql]
sqlalchemy-pytds~=0.3
ijson~=3.4
grpcio-tools>=1.47.2
pandas~=2.0.3
packaging
sqlalchemy-databricks~=0.1
cached-property==1.5.2
exasol-integration-test-docker-environment<4,>=3.1.0
cryptography>=42.0.0
google-cloud-storage>=1.43.0
requests>=2.23
pyhive[hive_pure_sasl]~=0.7
thrift<1,>=0.13
impyla[kerberos]~=0.18.0
snowflake-sqlalchemy~=1.4
tableauserverclient==0.25
clickhouse-driver~=0.2
collate-dbt-artifacts-parser
asammdf~=7.4.5
email-validator>=2.0
memory-profiler
python-liquid

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

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

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

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

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

[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]
