cachetools
lxml>=6.1.0
pymysql~=1.0
azure-keyvault-secrets
sqlalchemy<3,>=2.0.0
cached-property==1.5.2
memory-profiler
requests>=2.32.4
tenacity<10,>=8.0
pydantic<3,>=2.12.5
google-cloud-secret-manager==2.24.0
tabulate==0.9.0
requests-aws4auth~=1.1
google-crc32c
PyJWT>=2.13.0
collate-sqllineage==2.1.7
jsonpatch<2.0,>=1.24
typing-inspect
cryptography>=48.0.1
jaraco.functools<4.2.0
jaraco.context>=6.1.0
mistune>=3.3.0
python-dotenv>=0.19.0
python-dateutil>=2.8.1
idna>=3.15
PyYAML~=6.0
mypy_extensions>=0.4.3
pydantic-settings>=2.14.2,~=2.0
importlib-metadata>=4.13.0
httpx~=0.28.0
Jinja2>=2.11.3
kubernetes<36,>=21.0.0
antlr4-python3-runtime==4.9.2
boto3~=1.41.5
azure-identity~=1.12
dbt-extractor>=0.5.0
setuptools>=78.1.1
collate-data-diff>=0.11.15
email-validator>=2.0
shapely
chardet==4.0.0
packaging
Mako>=1.3.12

[airflow]
elasticsearch<9,>=8.10
tornado>=6.5.7
python-multipart>=0.0.31
apache-airflow-providers-opensearch>=1.9.1
apache-airflow==3.3.1
attrs
Werkzeug>=3.0.6
apache-airflow-providers-elasticsearch>=6.5.3
starlette>=0.49.1
opentelemetry-exporter-otlp==1.37.0
apache-airflow-providers-http>=6.0.0

[all]
cachetools
sqlalchemy<3,>=2.0.0
cached-property==1.5.2
memory-profiler
grpcio-tools>=1.47.2
trino[sqlalchemy]
impyla~=0.24.0
sqlalchemy-pytds~=1.0
GeoAlchemy2~=0.12
neo4j~=5.3
databricks-sdk~=0.20.0
kafka-connect-py==0.10.11
pyathena~=3.35.4
jaraco.context>=6.1.0
thrift-sasl~=0.4
collate-data-diff[vertica]
google-cloud-pubsub>=2.0.0
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
spacy<3.9,>=3.8.2
requests-ntlm
sqlalchemy_exasol<8,>=7.1.1
couchbase~=4.1
ijson~=3.4
azure-storage-blob~=12.14
adbc-driver-flightsql
idna>=3.15
mypy_extensions>=0.4.3
collate-dbt-artifacts-parser
pydantic-settings>=2.14.2,~=2.0
importlib-metadata>=4.13.0
giturlparse
iomete-sqlalchemy>=1.0.22
pydomo~=0.3
psycopg2-binary
setuptools>=78.1.1
collate-data-diff>=0.11.15
sqlalchemy-cockroachdb~=2.0
pyspark==3.5.6
lxml>=6.1.0
presto-types-parser>=0.0.2
azure-keyvault-secrets
fastavro>=1.2.0
google-cloud-secret-manager==2.24.0
oracledb~=1.2
cx_Oracle<9,>=8.3.0
PyJWT>=2.13.0
jsonpatch<2.0,>=1.24
jaraco.functools<4.2.0
avro<1.12,>=1.11.4
google-cloud-monitoring>=2.0.0
google-cloud
collate-data-diff[clickhouse]
lkml~=1.3
sqlalchemy-bigquery>=1.15.0
azure-storage-blob
python-dateutil>=2.8.1
pandas<3,>=2.2.2
adlfs>=2023.1.0
teradatasqlalchemy==20.0.0.2
clickhouse-driver~=0.2
google-cloud-datacatalog>=3.6.2
collate-data-diff[trino]
pydoris==1.2.0
kubernetes<36,>=21.0.0
pyasn1>=0.6.3
cassandra-driver>=3.28.0
aiobotocore~=2.26.0
sqlalchemy-redshift~=1.0.0
email-validator>=2.0
numpy<3,>=2
presidio-analyzer==2.2.358
paramiko<6,>=3.5
Mako>=1.3.12
pymysql~=1.0
opensearch-py~=2.4.0
requests>=2.32.4
clickhouse-sqlalchemy>=0.3
pydantic<3,>=2.12.5
asammdf<8.8,>=8.2
tabulate==0.9.0
requests-aws4auth~=1.1
google-crc32c
collate-sqllineage==2.1.7
pure-sasl
tableauserverclient==0.40
typing-inspect
pure-transport==0.2.0
dagster_graphql>=1.8.0
cramjam~=2.7
pydruid>=0.6.5
pyodbc~=5.3.0
mistune>=3.3.0
python-dotenv>=0.19.0
validators~=0.22.0
adbc-driver-manager
looker-sdk!=24.18.0,>=22.20.0
rarfile~=4.2
antlr4-python3-runtime==4.9.2
collate-data-diff[snowflake]
boto3~=1.41.5
sqlalchemy-pgspider
confluent_kafka<=2.6.1,>=2.1.1
elasticsearch8~=8.9.0
websocket-client~=1.6.1
gitpython>=3.1.50
impyla[kerberos]~=0.24.0
pyOpenSSL>=26.0.0
chardet==4.0.0
scikit-learn<2,>=1.4.2
tenacity<10,>=8.0
s3fs~=2026.3
ndg-httpsclient~=0.5.1
python-liquid
thrift<1,>=0.24.0
sqlalchemy-vertica[vertica-python]>=0.0.5
pymssql~=2.3.9
py7zr~=1.1.0
gcsfs~=2026.3
msal~=1.2
pinotdb~=5.0
delta-spark<4.0.0,>=3.0.0
cryptography>=48.0.1
protobuf>=5.29.6
simple_salesforce~=1.11
hdbcli
collate-data-diff[mssql]
databricks-sqlalchemy~=2.0.9
collate-data-diff[oracle]
pyarrow<26,>=23.0.1
PyYAML~=6.0
google-cloud-storage>=1.43.0
mlflow-skinny<3.15,>=3.13.0
collate-data-diff[mysql]
authlib>=1.6.9
google-api-python-client>=2.0.0
snowflake-sqlalchemy>=1.8.0
httpx~=0.28.0
pymongo~=4.3
pyhive[hive_pure_sasl]~=0.7
Jinja2>=2.11.3
azure-identity~=1.12
dbt-extractor>=0.5.0
sqlalchemy-hana
databricks-sql-connector>=4.0.0
shapely
google-cloud-bigtable>=2.0.0
collate-data-diff[presto]
google-cloud-logging
packaging
deltalake<0.20,>=0.19.0

[all-dev-env]
cachetools
sqlalchemy<3,>=2.0.0
cached-property==1.5.2
memory-profiler
grpcio-tools>=1.47.2
trino[sqlalchemy]
impyla~=0.24.0
sqlalchemy-pytds~=1.0
GeoAlchemy2~=0.12
neo4j~=5.3
databricks-sdk~=0.20.0
kafka-connect-py==0.10.11
pyathena~=3.35.4
jaraco.context>=6.1.0
thrift-sasl~=0.4
collate-data-diff[vertica]
google-cloud-pubsub>=2.0.0
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
spacy<3.9,>=3.8.2
requests-ntlm
sqlalchemy_exasol<8,>=7.1.1
couchbase~=4.1
ijson~=3.4
azure-storage-blob~=12.14
adbc-driver-flightsql
idna>=3.15
mypy_extensions>=0.4.3
collate-dbt-artifacts-parser
pydantic-settings>=2.14.2,~=2.0
importlib-metadata>=4.13.0
giturlparse
iomete-sqlalchemy>=1.0.22
pydomo~=0.3
psycopg2-binary
setuptools>=78.1.1
collate-data-diff>=0.11.15
sqlalchemy-cockroachdb~=2.0
pyspark==3.5.6
lxml>=6.1.0
presto-types-parser>=0.0.2
azure-keyvault-secrets
fastavro>=1.2.0
google-cloud-secret-manager==2.24.0
oracledb~=1.2
cx_Oracle<9,>=8.3.0
PyJWT>=2.13.0
jsonpatch<2.0,>=1.24
jaraco.functools<4.2.0
avro<1.12,>=1.11.4
google-cloud-monitoring>=2.0.0
google-cloud
collate-data-diff[clickhouse]
lkml~=1.3
sqlalchemy-bigquery>=1.15.0
azure-storage-blob
python-dateutil>=2.8.1
pandas<3,>=2.2.2
adlfs>=2023.1.0
teradatasqlalchemy==20.0.0.2
clickhouse-driver~=0.2
google-cloud-datacatalog>=3.6.2
collate-data-diff[trino]
pydoris==1.2.0
kubernetes<36,>=21.0.0
pyasn1>=0.6.3
cassandra-driver>=3.28.0
aiobotocore~=2.26.0
sqlalchemy-redshift~=1.0.0
email-validator>=2.0
numpy<3,>=2
presidio-analyzer==2.2.358
paramiko<6,>=3.5
Mako>=1.3.12
pymysql~=1.0
opensearch-py~=2.4.0
requests>=2.32.4
clickhouse-sqlalchemy>=0.3
pydantic<3,>=2.12.5
asammdf<8.8,>=8.2
tabulate==0.9.0
requests-aws4auth~=1.1
google-crc32c
collate-sqllineage==2.1.7
pure-sasl
tableauserverclient==0.40
typing-inspect
pure-transport==0.2.0
dagster_graphql>=1.8.0
cramjam~=2.7
pydruid>=0.6.5
pyodbc~=5.3.0
mistune>=3.3.0
python-dotenv>=0.19.0
validators~=0.22.0
adbc-driver-manager
looker-sdk!=24.18.0,>=22.20.0
rarfile~=4.2
antlr4-python3-runtime==4.9.2
collate-data-diff[snowflake]
boto3~=1.41.5
sqlalchemy-pgspider
confluent_kafka<=2.6.1,>=2.1.1
elasticsearch8~=8.9.0
websocket-client~=1.6.1
gitpython>=3.1.50
impyla[kerberos]~=0.24.0
pyOpenSSL>=26.0.0
chardet==4.0.0
scikit-learn<2,>=1.4.2
tenacity<10,>=8.0
s3fs~=2026.3
ndg-httpsclient~=0.5.1
python-liquid
thrift<1,>=0.24.0
sqlalchemy-vertica[vertica-python]>=0.0.5
py7zr~=1.1.0
gcsfs~=2026.3
msal~=1.2
pinotdb~=5.0
delta-spark<4.0.0,>=3.0.0
cryptography>=48.0.1
protobuf>=5.29.6
simple_salesforce~=1.11
hdbcli
collate-data-diff[mssql]
databricks-sqlalchemy~=2.0.9
collate-data-diff[oracle]
pyarrow<26,>=23.0.1
PyYAML~=6.0
google-cloud-storage>=1.43.0
mlflow-skinny<3.15,>=3.13.0
collate-data-diff[mysql]
authlib>=1.6.9
google-api-python-client>=2.0.0
snowflake-sqlalchemy>=1.8.0
httpx~=0.28.0
pymongo~=4.3
pyhive[hive_pure_sasl]~=0.7
Jinja2>=2.11.3
azure-identity~=1.12
dbt-extractor>=0.5.0
sqlalchemy-hana
databricks-sql-connector>=4.0.0
shapely
google-cloud-bigtable>=2.0.0
collate-data-diff[presto]
google-cloud-logging
packaging
deltalake<0.20,>=0.19.0

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.35.4

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc~=5.3.0

[backup]
azure-identity~=1.12
azure-storage-blob
boto3~=1.41.5

[bigquery]
pyarrow<26,>=23.0.1
sqlalchemy-bigquery>=1.15.0
numpy<3,>=2
google-cloud-logging
google-cloud-datacatalog>=3.6.2

[bigtable]
pandas<3,>=2.2.2
numpy<3,>=2
google-cloud-bigtable>=2.0.0

[cassandra]
cassandra-driver>=3.28.0

[clickhouse]
collate-data-diff[clickhouse]
clickhouse-driver~=0.2
clickhouse-sqlalchemy>=0.3

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

[databricks]
pyasn1>=0.6.3
ndg-httpsclient~=0.5.1
databricks-sql-connector>=4.0.0
pyOpenSSL>=26.0.0
databricks-sdk~=0.20.0
databricks-sqlalchemy~=2.0.9

[datalake-azure]
ijson~=3.4
azure-identity~=1.12
boto3~=1.41.5
pyarrow<26,>=23.0.1
avro<1.12,>=1.11.4
aiobotocore~=2.26.0
adlfs>=2023.1.0
azure-storage-blob~=12.14
fastavro>=1.2.0
pandas<3,>=2.2.2
asammdf<8.8,>=8.2
numpy<3,>=2
cramjam~=2.7

[datalake-gcs]
ijson~=3.4
boto3~=1.41.5
pyarrow<26,>=23.0.1
avro<1.12,>=1.11.4
google-cloud-monitoring>=2.0.0
aiobotocore~=2.26.0
fastavro>=1.2.0
pandas<3,>=2.2.2
google-cloud-storage>=1.43.0
asammdf<8.8,>=8.2
numpy<3,>=2
cramjam~=2.7
gcsfs~=2026.3

[datalake-s3]
ijson~=3.4
boto3~=1.41.5
s3fs~=2026.3
pyarrow<26,>=23.0.1
avro<1.12,>=1.11.4
aiobotocore~=2.26.0
fastavro>=1.2.0
pandas<3,>=2.2.2
asammdf<8.8,>=8.2
numpy<3,>=2
cramjam~=2.7

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

[db2-ibmi]

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

[deltalake]
delta-spark<4.0.0,>=3.0.0
deltalake<0.20,>=0.19.0
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]
boto3-stubs
google-api-python-client-stubs
build
grpcio-tools>=1.47.2
sqlalchemy-bigquery>=1.15.0
pre-commit
types-requests
twine
uvloop==0.21.0
pandas-stubs~=2.2
presidio-analyzer==2.2.358
scipy-stubs
mypy-boto3-glue
ruff~=0.15.12
avro<1.12,>=1.11.4
datamodel-code-generator==0.64.0
nox
spacy<3.9,>=3.8.2
google-auth-stubs
basedpyright==1.39.3

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

[doris]
pydoris==1.2.0

[druid]
pydruid>=0.6.5

[dynamodb]
boto3~=1.41.5

[e2e_test]
pytest-playwright
exasol-integration-test-docker-environment<7,>=6.0.0
pytest-base-url
luigi<=3.6.0,>=2.8.4
sqlalchemy_exasol<8,>=7.1.1

[elasticsearch]
elasticsearch8~=8.9.0

[exasol]
sqlalchemy_exasol<8,>=7.1.1

[exasol-test]
exasol-integration-test-docker-environment<7,>=6.0.0
luigi<=3.6.0,>=2.8.4

[gcs]
google-cloud-storage>=1.43.0
rarfile~=4.2
pyarrow<26,>=23.0.1
py7zr~=1.1.0
pandas<3,>=2.2.2

[glue]
boto3~=1.41.5

[googledrive]
google-api-python-client>=2.0.0

[great-expectations]
great-expectations~=1.3

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

[hive]
presto-types-parser>=0.0.2
pure-transport==0.2.0
impyla~=0.24.0
thrift-sasl~=0.4
thrift<1,>=0.24.0
pure-sasl
pyhive[hive_pure_sasl]~=0.7

[impala]
thrift-sasl~=0.4
thrift<1,>=0.24.0
presto-types-parser>=0.0.2
impyla[kerberos]~=0.24.0
pure-sasl

[iomete]
adbc-driver-manager
iomete-sqlalchemy>=1.0.22
adbc-driver-flightsql

[kafka]
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4
protobuf>=5.29.6
fastavro>=1.2.0
confluent_kafka<=2.6.1,>=2.1.1

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

[looker]
lkml~=1.3
python-liquid
gitpython>=3.1.50
looker-sdk!=24.18.0,>=22.20.0
giturlparse

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

[mongo]
pymongo~=4.3
pandas<3,>=2.2.2
numpy<3,>=2

[mssql]
collate-data-diff[mssql]
sqlalchemy-pytds~=1.0

[mssql-odbc]
collate-data-diff[mssql]
pyodbc~=5.3.0

[mysql]
pymysql~=1.0
collate-data-diff[mysql]
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0

[nifi]

[openlineage]
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4
protobuf>=5.29.6
fastavro>=1.2.0
confluent_kafka<=2.6.1,>=2.1.1

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
pandas<3,>=2.2.2
numpy<3,>=2

[pgspider]
sqlalchemy-pgspider
psycopg2-binary

[pii-processor]
presidio-analyzer==2.2.358
pandas<3,>=2.2.2
numpy<3,>=2
spacy<3.9,>=3.8.2

[pinotdb]
pinotdb~=5.0

[playwright]
pymysql~=1.0
tornado>=6.5.7
apache-airflow-providers-opensearch>=1.9.1
grpcio-tools>=1.47.2
apache-airflow==3.3.1
s3fs~=2026.3
fastavro>=1.2.0
pytest-base-url
asammdf<8.8,>=8.2
GeoAlchemy2~=0.12
opentelemetry-exporter-otlp==1.37.0
avro<1.12,>=1.11.4
protobuf>=5.29.6
packaging
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
starlette>=0.49.1
cramjam~=2.7
sqlalchemy_exasol<8,>=7.1.1
google-cloud
elasticsearch<9,>=8.10
ijson~=3.4
pyarrow<26,>=23.0.1
attrs
sqlalchemy-bigquery>=1.15.0
luigi<=3.6.0,>=2.8.4
pandas<3,>=2.2.2
azure-storage-blob~=12.14
collate-data-diff[mysql]
mlflow-skinny<3.15,>=3.13.0
google-cloud-storage>=1.43.0
Werkzeug>=3.0.6
snowflake-sqlalchemy>=1.8.0
collate-dbt-artifacts-parser
python-multipart>=0.0.31
google-cloud-datacatalog>=3.6.2
psycopg2-binary
collate-data-diff[snowflake]
boto3~=1.41.5
azure-identity~=1.12
sqlalchemy-redshift~=1.0.0
confluent_kafka<=2.6.1,>=2.1.1
aiobotocore~=2.26.0
pytest-playwright
numpy<3,>=2
apache-airflow-providers-elasticsearch>=6.5.3
presidio-analyzer==2.2.358
exasol-integration-test-docker-environment<7,>=6.0.0
google-cloud-logging
apache-airflow-providers-http>=6.0.0

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

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

[prefect]

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[pubsub]
google-cloud-pubsub>=2.0.0

[pyarrow]
pyarrow<26,>=23.0.1

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[questdb]
psycopg2-binary

[quicksight]
boto3~=1.41.5

[redash]
packaging

[redpanda]
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4
protobuf>=5.29.6
fastavro>=1.2.0
confluent_kafka<=2.6.1,>=2.1.1

[redshift]
psycopg2-binary
sqlalchemy-redshift~=1.0.0
GeoAlchemy2~=0.12

[s3]
pyarrow<26,>=23.0.1
py7zr~=1.1.0
pandas<3,>=2.2.2
rarfile~=4.2

[sagemaker]
boto3~=1.41.5

[salesforce]
authlib>=1.6.9
simple_salesforce~=1.11

[sample-data]
spacy<3.9,>=3.8.2
grpcio-tools>=1.47.2
sqlalchemy-bigquery>=1.15.0
avro<1.12,>=1.11.4
presidio-analyzer==2.2.358

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[sftp]
paramiko<6,>=3.5

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn<2,>=1.4.2

[slim]
cachetools
pymysql~=1.0
sqlalchemy<3,>=2.0.0
paramiko<6,>=3.5
opensearch-py~=2.4.0
cached-property==1.5.2
memory-profiler
requests>=2.32.4
clickhouse-sqlalchemy>=0.3
pydantic<3,>=2.12.5
grpcio-tools>=1.47.2
deltalake<0.20,>=0.19.0
trino[sqlalchemy]
impyla~=0.24.0
sqlalchemy-pytds~=1.0
asammdf<8.8,>=8.2
GeoAlchemy2~=0.12
tabulate==0.9.0
neo4j~=5.3
requests-aws4auth~=1.1
google-crc32c
collate-sqllineage==2.1.7
databricks-sdk~=0.20.0
pure-sasl
tableauserverclient==0.40
typing-inspect
pure-transport==0.2.0
kafka-connect-py==0.10.11
dagster_graphql>=1.8.0
pyathena~=3.35.4
jaraco.context>=6.1.0
thrift-sasl~=0.4
collate-data-diff[vertica]
google-cloud-pubsub>=2.0.0
cramjam~=2.7
pydruid>=0.6.5
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
spacy<3.9,>=3.8.2
requests-ntlm
pyodbc~=5.3.0
sqlalchemy_exasol<8,>=7.1.1
couchbase~=4.1
mistune>=3.3.0
python-dotenv>=0.19.0
ijson~=3.4
validators~=0.22.0
azure-storage-blob~=12.14
adbc-driver-flightsql
idna>=3.15
mypy_extensions>=0.4.3
collate-dbt-artifacts-parser
adbc-driver-manager
pydantic-settings>=2.14.2,~=2.0
importlib-metadata>=4.13.0
rarfile~=4.2
looker-sdk!=24.18.0,>=22.20.0
giturlparse
iomete-sqlalchemy>=1.0.22
pydomo~=0.3
psycopg2-binary
antlr4-python3-runtime==4.9.2
collate-data-diff[snowflake]
boto3~=1.41.5
sqlalchemy-pgspider
setuptools>=78.1.1
confluent_kafka<=2.6.1,>=2.1.1
collate-data-diff>=0.11.15
elasticsearch8~=8.9.0
sqlalchemy-cockroachdb~=2.0
gitpython>=3.1.50
websocket-client~=1.6.1
impyla[kerberos]~=0.24.0
pyOpenSSL>=26.0.0
chardet==4.0.0
lxml>=6.1.0
presto-types-parser>=0.0.2
azure-keyvault-secrets
tenacity<10,>=8.0
s3fs~=2026.3
ndg-httpsclient~=0.5.1
fastavro>=1.2.0
google-cloud-secret-manager==2.24.0
python-liquid
thrift<1,>=0.24.0
sqlalchemy-vertica[vertica-python]>=0.0.5
oracledb~=1.2
cx_Oracle<9,>=8.3.0
pymssql~=2.3.9
py7zr~=1.1.0
gcsfs~=2026.3
PyJWT>=2.13.0
msal~=1.2
pinotdb~=5.0
jsonpatch<2.0,>=1.24
cryptography>=48.0.1
jaraco.functools<4.2.0
avro<1.12,>=1.11.4
google-cloud-monitoring>=2.0.0
protobuf>=5.29.6
simple_salesforce~=1.11
hdbcli
collate-data-diff[mssql]
databricks-sqlalchemy~=2.0.9
google-cloud
collate-data-diff[clickhouse]
lkml~=1.3
collate-data-diff[oracle]
pyarrow<26,>=23.0.1
sqlalchemy-bigquery>=1.15.0
azure-storage-blob
python-dateutil>=2.8.1
pandas<3,>=2.2.2
adlfs>=2023.1.0
PyYAML~=6.0
google-cloud-storage>=1.43.0
mlflow-skinny<3.15,>=3.13.0
collate-data-diff[mysql]
authlib>=1.6.9
google-api-python-client>=2.0.0
snowflake-sqlalchemy>=1.8.0
teradatasqlalchemy==20.0.0.2
httpx~=0.28.0
clickhouse-driver~=0.2
google-cloud-datacatalog>=3.6.2
pyhive[hive_pure_sasl]~=0.7
pydoris==1.2.0
pymongo~=4.3
collate-data-diff[trino]
Jinja2>=2.11.3
kubernetes<36,>=21.0.0
azure-identity~=1.12
pyasn1>=0.6.3
dbt-extractor>=0.5.0
cassandra-driver>=3.28.0
aiobotocore~=2.26.0
sqlalchemy-redshift~=1.0.0
sqlalchemy-hana
email-validator>=2.0
databricks-sql-connector>=4.0.0
shapely
numpy<3,>=2
google-cloud-bigtable>=2.0.0
presidio-analyzer==2.2.358
collate-data-diff[presto]
google-cloud-logging
packaging
Mako>=1.3.12

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
grpcio-tools>=1.47.2
apache-airflow==3.3.1
trino[sqlalchemy]
sqlalchemy-pytds~=1.0
pytest==7.0.1
GeoAlchemy2~=0.12
opentelemetry-exporter-otlp==1.37.0
neo4j~=5.3
databricks-sdk~=0.20.0
factory-boy~=3.3.3
kafka-connect-py==0.10.11
pyathena~=3.35.4
collate-data-diff[vertica]
spacy<3.9,>=3.8.2
sqlalchemy_exasol<8,>=7.1.1
ijson~=3.4
collate-dbt-artifacts-parser
giturlparse
dirty-equals
pydomo~=0.3
psycopg2-binary
sqlalchemy-cockroachdb~=2.0
skops
great-expectations~=1.3
pyspark==3.5.6
exasol-integration-test-docker-environment<7,>=6.0.0
luigi<=3.6.0,>=2.8.4
fastavro>=1.2.0
oracledb~=1.2
cx_Oracle<9,>=8.3.0
avro<1.12,>=1.11.4
google-cloud-monitoring>=2.0.0
collate-data-diff[clickhouse]
lkml~=1.3
requests<3,>=2.32.4
sqlalchemy-bigquery>=1.15.0
pandas<3,>=2.2.2
teradatasqlalchemy==20.0.0.2
clickhouse-driver~=0.2
google-cloud-datacatalog>=3.6.2
pydoris==1.2.0
pytest-order
cassandra-driver>=3.28.0
aiobotocore~=2.26.0
numpy<3,>=2
presidio-analyzer==2.2.358
paramiko<6,>=3.5
pymysql~=1.0
faker==37.1.0
opensearch-py~=2.4.0
clickhouse-sqlalchemy>=0.3
freezegun
asammdf<8.8,>=8.2
tableauserverclient==0.40
testcontainers~=4.8.0
dagster_graphql>=1.8.0
minio==7.2.5
cramjam~=2.7
validators~=0.22.0
boto3-stubs
looker-sdk!=24.18.0,>=22.20.0
pytest-xdist~=3.5
mypy-boto3-glue
boto3~=1.41.5
sqlalchemy-pgspider
confluent_kafka<=2.6.1,>=2.1.1
elasticsearch8~=8.9.0
coverage
scikit-learn<2,>=1.4.2
kafka-python==2.0.2
s3fs~=2026.3
pytest-cov
python-liquid
sqlalchemy-vertica[vertica-python]>=0.0.5
gcsfs~=2026.3
delta-spark<4.0.0,>=3.0.0
protobuf>=5.29.6
collate-data-diff[mssql]
collate-data-diff[oracle]
pyarrow<26,>=23.0.1
collate-data-diff[mysql]
mlflow-skinny<3.15,>=3.13.0
google-cloud-storage>=1.43.0
locust~=2.32.0
snowflake-sqlalchemy>=1.8.0
pymongo~=4.3
pyhive[hive_pure_sasl]~=0.7
databricks-sql-connector>=4.0.0
google-cloud-bigtable>=2.0.0
google-cloud-logging
deltalake<0.20,>=0.19.0

[test-unit]
faker==37.1.0
pytest-order
factory-boy~=3.3.3
testcontainers
pytest-rerunfailures
pytest-cov
pytest==7.0.1
teradatasqlalchemy==20.0.0.2
dirty-equals
sqlalchemy_exasol<8,>=7.1.1

[trino]
trino[sqlalchemy]
collate-data-diff[trino]

[vertica]
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-data-diff[vertica]
