Add custom connector docs #328
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WalkthroughWalkthroughThe recent changes significantly enhance the schema compatibility checks in the Airbyte codebase. Notably, the Changes
Sequence Diagram(s)sequenceDiagram
participant User
participant SqlProcessor
participant Database
User->>SqlProcessor: Request schema compatibility check
SqlProcessor->>Database: Retrieve existing table schema
SqlProcessor->>SqlProcessor: Get stream schema
SqlProcessor->>SqlProcessor: Check for missing columns
SqlProcessor->>SqlProcessor: Compare column specifications
alt Size discrepancies found
SqlProcessor->>SqlProcessor: Collect alterations
SqlProcessor->>Database: Execute alterations
end
SqlProcessor->>User: Return compatibility status
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| if column_name in existing_schema: | ||
| existing_column_spec = existing_schema[column_name] | ||
| if self._is_size_expansion_needed(existing_column_spec, new_column_spec): | ||
| alterations.append(self._generate_alter_column_statement(table_name, column_name, new_column_spec)) |
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Address the long line.
The line exceeds the maximum line length of 100 characters.
- alterations.append(self._generate_alter_column_statement(table_name, column_name, new_column_spec))
+ alterations.append(
+ self._generate_alter_column_statement(
+ table_name, column_name, new_column_spec
+ )
+ )Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| alterations.append(self._generate_alter_column_statement(table_name, column_name, new_column_spec)) | |
| alterations.append( | |
| self._generate_alter_column_statement( | |
| table_name, column_name, new_column_spec | |
| ) | |
| ) |
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| """ | ||
| Retrieve the schema for the specified stream. | ||
|
|
||
| :param stream_name: Name of the stream | ||
| :return: Dictionary of the stream's schema with column names as keys and their specifications as values | ||
| """ |
There was a problem hiding this comment.
Improve docstring formatting.
The multi-line docstring summary should start at the first line and remove whitespace after opening quotes.
- """
-
+ """Retrieve the schema for the specified stream.
+Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| """ | |
| Retrieve the schema for the specified stream. | |
| :param stream_name: Name of the stream | |
| :return: Dictionary of the stream's schema with column names as keys and their specifications as values | |
| """ | |
| """Retrieve the schema for the specified stream. | |
| :param stream_name: Name of the stream | |
| :return: Dictionary of the stream's schema with column names as keys and their specifications as values | |
| """ |
Tools
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| """ | ||
| Generate an ALTER TABLE statement for expanding column size. | ||
|
|
||
| :param table_name: Name of the table | ||
| :param column_name: Name of the column | ||
| :param column_spec: New column specification | ||
| :return: ALTER TABLE statement as a string | ||
| """ | ||
| new_type = column_spec['Type'] | ||
| return f"ALTER TABLE {table_name} MODIFY {column_name} {new_type}" |
There was a problem hiding this comment.
Improve docstring formatting.
The multi-line docstring summary should start at the first line and remove whitespace after opening quotes.
- """
-
+ """Generate an ALTER TABLE statement for expanding column size.
+Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| """ | |
| Generate an ALTER TABLE statement for expanding column size. | |
| :param table_name: Name of the table | |
| :param column_name: Name of the column | |
| :param column_spec: New column specification | |
| :return: ALTER TABLE statement as a string | |
| """ | |
| new_type = column_spec['Type'] | |
| return f"ALTER TABLE {table_name} MODIFY {column_name} {new_type}" | |
| """Generate an ALTER TABLE statement for expanding column size. | |
| :param table_name: Name of the table | |
| :param column_name: Name of the column | |
| :param column_spec: New column specification | |
| :return: ALTER TABLE statement as a string | |
| """ | |
| new_type = column_spec['Type'] | |
| return f"ALTER TABLE {table_name} MODIFY {column_name} {new_type}" |
Tools
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495-502: Multi-line docstring summary should start at the first line
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(D212)
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| """ | ||
| Check if the column size needs to be expanded. | ||
|
|
||
| :param existing_spec: Specification of the existing column | ||
| :param new_spec: Specification of the new column | ||
| :return: True if size expansion is needed, False otherwise | ||
| """ | ||
| existing_type = existing_spec['Type'] | ||
| new_type = new_spec['Type'] | ||
|
|
||
| if '(' in existing_type and '(' in new_type: | ||
| existing_size = int(existing_type.split('(')[1].rstrip(')')) | ||
| new_size = int(new_type.split('(')[1].rstrip(')')) | ||
| return new_size > existing_size | ||
| return False |
There was a problem hiding this comment.
Improve docstring formatting and use double quotes.
The multi-line docstring summary should start at the first line, remove whitespace after opening quotes, and replace single quotes with double quotes.
- """
-
+ """Check if the column size needs to be expanded.
+
- existing_type = existing_spec['Type']
- new_type = new_spec['Type']
+ existing_type = existing_spec["Type"]
+ new_type = new_spec["Type"]
- if '(' in existing_type and '(' in new_type:
- existing_size = int(existing_type.split('(')[1].rstrip(')'))
- new_size = int(new_type.split('(')[1].rstrip(')'))
+ if "(" in existing_type and "(" in new_type:
+ existing_size = int(existing_type.split("(")[1].rstrip(")"))
+ new_size = int(new_type.split("(")[1].rstrip(")"))Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| """ | |
| Check if the column size needs to be expanded. | |
| :param existing_spec: Specification of the existing column | |
| :param new_spec: Specification of the new column | |
| :return: True if size expansion is needed, False otherwise | |
| """ | |
| existing_type = existing_spec['Type'] | |
| new_type = new_spec['Type'] | |
| if '(' in existing_type and '(' in new_type: | |
| existing_size = int(existing_type.split('(')[1].rstrip(')')) | |
| new_size = int(new_type.split('(')[1].rstrip(')')) | |
| return new_size > existing_size | |
| return False | |
| """Check if the column size needs to be expanded. | |
| :param existing_spec: Specification of the existing column | |
| :param new_spec: Specification of the new column | |
| :return: True if size expansion is needed, False otherwise | |
| """ | |
| existing_type = existing_spec["Type"] | |
| new_type = new_spec["Type"] | |
| if "(" in existing_type and "(" in new_type: | |
| existing_size = int(existing_type.split("(")[1].rstrip(")")) | |
| new_size = int(new_type.split("(")[1].rstrip(")")) | |
| return new_size > existing_size | |
| return False |
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| """ | ||
| Execute a list of ALTER TABLE statements. | ||
|
|
||
| :param alterations: List of ALTER TABLE statements | ||
| """ | ||
| with self.get_sql_connection() as conn: | ||
| for alter_statement in alterations: | ||
| conn.execute(alter_statement) | ||
|
|
There was a problem hiding this comment.
Improve docstring formatting.
The multi-line docstring summary should start at the first line and remove whitespace after opening quotes.
- """
-
+ """Execute a list of ALTER TABLE statements.
+Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| """ | |
| Execute a list of ALTER TABLE statements. | |
| :param alterations: List of ALTER TABLE statements | |
| """ | |
| with self.get_sql_connection() as conn: | |
| for alter_statement in alterations: | |
| conn.execute(alter_statement) | |
| """Execute a list of ALTER TABLE statements. | |
| :param alterations: List of ALTER TABLE statements | |
| """ | |
| with self.get_sql_connection() as conn: | |
| for alter_statement in alterations: | |
| conn.execute(alter_statement) | |
Tools
Ruff
507-511: Multi-line docstring summary should start at the first line
Remove whitespace after opening quotes
(D212)
509-509: Blank line contains whitespace
Remove whitespace from blank line
(W293)
| """ | ||
| Retrieve the schema of the specified table. | ||
|
|
||
| :param table_name: Name of the table | ||
| :return: Dictionary of existing schema with column names as keys and their specifications as values | ||
| """ | ||
| query = f"DESCRIBE {table_name}" | ||
| with self.get_sql_connection() as conn: | ||
| result = conn.execute(query).fetchall() | ||
| schema = {} | ||
| for row in result: | ||
| schema[row['Field']] = row | ||
| return schema |
There was a problem hiding this comment.
Improve docstring formatting and use double quotes.
The multi-line docstring summary should start at the first line, remove whitespace after opening quotes, and replace single quotes with double quotes.
- """
-
+ """Retrieve the schema of the specified table.
+
- query = f"DESCRIBE {table_name}"
+ query = f'DESCRIBE {table_name}'
- schema[row['Field']] = row
+ schema[row["Field"]] = rowCommittable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| """ | |
| Retrieve the schema of the specified table. | |
| :param table_name: Name of the table | |
| :return: Dictionary of existing schema with column names as keys and their specifications as values | |
| """ | |
| query = f"DESCRIBE {table_name}" | |
| with self.get_sql_connection() as conn: | |
| result = conn.execute(query).fetchall() | |
| schema = {} | |
| for row in result: | |
| schema[row['Field']] = row | |
| return schema | |
| """Retrieve the schema of the specified table. | |
| :param table_name: Name of the table | |
| :return: Dictionary of existing schema with column names as keys and their specifications as values | |
| """ | |
| query = f'DESCRIBE {table_name}' | |
| with self.get_sql_connection() as conn: | |
| result = conn.execute(query).fetchall() | |
| schema = {} | |
| for row in result: | |
| schema[row["Field"]] = row | |
| return schema |
Tools
Ruff
463-468: Multi-line docstring summary should start at the first line
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(D212)
465-465: Blank line contains whitespace
Remove whitespace from blank line
(W293)
467-467: Line too long (107 > 100)
(E501)
474-474: Single quotes found but double quotes preferred
Replace single quotes with double quotes
(Q000)
Using Custom Connectors in PyAirbyte
This guide provides detailed instructions for creating and using custom connectors in PyAirbyte. Learn how to define source and destination connectors, implement necessary methods, test your connector, and integrate it with PyAirbyte. This documentation is essential for extending PyAirbyte’s capabilities by adding support for new data sources and destinations.
For additional details and examples, refer to the notebook.
Issue
-91