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feat: Add sql-datatype to the SDK discovery and catalog #1872
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380ce4e
working version
BuzzCutNorman fbf875e
Merge branch 'main' into 1323-add-sql-datatype-to-discovery-and-catalog
edgarrmondragon d2f8f6c
Merge branch 'main' into 1323-add-sql-datatype-to-discovery-and-catalog
BuzzCutNorman 8bff56d
Merge branch 'main' into 1323-add-sql-datatype-to-discovery-and-catalog
BuzzCutNorman 4a70048
captured warnings and returned expanded message
BuzzCutNorman 7e8929c
Merge branch 'main' into 1323-add-sql-datatype-to-discovery-and-catalog
BuzzCutNorman 2f02791
updated returned message
BuzzCutNorman 0f3841a
Merge branch 'main' into 1323-add-sql-datatype-to-discovery-and-catalog
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Original file line number | Diff line number | Diff line change |
---|---|---|
|
@@ -396,6 +396,33 @@ | |
view_names = [] | ||
return [(t, False) for t in table_names] + [(v, True) for v in view_names] | ||
|
||
def discover_catalog_entry_sql_datatype( | ||
self, | ||
data_type: sqlalchemy.types.TypeEngine, | ||
) -> str: | ||
"""Retrun SQL Datatype as a string to utilize in the catalog. | ||
|
||
Args: | ||
data_type: given data type as sqlalchemy.types.TypeEngine | ||
|
||
Returns: | ||
A string description the given data type example "VARCHAR(length=15)". | ||
""" | ||
datatype_attributes = ("length", "scale", "precision") | ||
|
||
catalog_format = f"{type(data_type).__name__}(" | ||
|
||
for attribute in datatype_attributes: | ||
if hasattr(data_type, attribute) and getattr(data_type, attribute): | ||
catalog_format += f"{attribute}={(getattr(data_type, attribute))}, " | ||
|
||
if catalog_format.endswith(", "): | ||
catalog_format = catalog_format[:-2] | ||
|
||
catalog_format += ")" | ||
|
||
return catalog_format | ||
|
||
# TODO maybe should be splitted into smaller parts? | ||
def discover_catalog_entry( | ||
self, | ||
|
@@ -441,21 +468,34 @@ | |
|
||
# Initialize columns list | ||
table_schema = th.PropertiesList() | ||
for column_def in inspected.get_columns(table_name, schema=schema_name): | ||
column_name = column_def["name"] | ||
is_nullable = column_def.get("nullable", False) | ||
jsonschema_type: dict = self.to_jsonschema_type( | ||
t.cast(sqlalchemy.types.TypeEngine, column_def["type"]), | ||
) | ||
table_schema.append( | ||
th.Property( | ||
name=column_name, | ||
wrapped=th.CustomType(jsonschema_type), | ||
required=not is_nullable, | ||
), | ||
) | ||
with warnings.catch_warnings(record=True) as inspection_warnings: | ||
for column_def in inspected.get_columns(table_name, schema=schema_name): | ||
column_name = column_def["name"] | ||
is_nullable = column_def.get("nullable", False) | ||
jsonschema_type: dict = self.to_jsonschema_type( | ||
t.cast(sqlalchemy.types.TypeEngine, column_def["type"]), | ||
) | ||
table_schema.append( | ||
th.Property( | ||
name=column_name, | ||
wrapped=th.CustomType(jsonschema_type), | ||
required=not is_nullable, | ||
), | ||
) | ||
if len(inspection_warnings) > 0: | ||
for line in inspection_warnings: | ||
expanded_msg: str = ( | ||
f"Discovery warning: {line.message} in '{unique_stream_id}'" | ||
) | ||
self.logger.info(expanded_msg) | ||
schema = table_schema.to_dict() | ||
|
||
sql_datatypes = {} | ||
for column_def in inspected.get_columns(table_name, schema=schema_name): | ||
sql_datatypes[ | ||
str(column_def["name"]) | ||
] = self.discover_catalog_entry_sql_datatype(column_def["type"]) | ||
Comment on lines
+494
to
+497
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Would you feel comfortable adding tests for this? A good place might be in |
||
|
||
# Initialize available replication methods | ||
addl_replication_methods: list[str] = [""] # By default an empty list. | ||
# Notes regarding replication methods: | ||
|
@@ -480,6 +520,7 @@ | |
replication_method=replication_method, | ||
key_properties=key_properties, | ||
valid_replication_keys=None, # Must be defined by user | ||
sql_datatypes=sql_datatypes, | ||
), | ||
database=None, # Expects single-database context | ||
row_count=None, | ||
|
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For this bits, wdyt about using the builtin
logging.captureWarnings
?We'd probably want to call it whenever a plugin's CLI is invoked, so in the body of
sdk/singer_sdk/plugin_base.py
Lines 513 to 531 in 046044f