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_formatters.py
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677 lines (513 loc) · 24 KB
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# --------------------------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for license information.
# --------------------------------------------------------------------------------------------
import typing as t
import json
from itertools import groupby
import azure.mgmt.resource.deployments.models as DeploymentModels
from ._symbol import Symbol
from ._color import Color, ColoredStringBuilder
from ._utils import split_resource_id
ChangeType = DeploymentModels.ChangeType
PropertyChangeType = DeploymentModels.PropertyChangeType
Level = DeploymentModels.Level
_change_type_to_color = {
ChangeType.create: Color.GREEN,
ChangeType.delete: Color.ORANGE,
ChangeType.modify: Color.PURPLE,
ChangeType.deploy: Color.BLUE,
ChangeType.no_change: Color.RESET,
ChangeType.ignore: Color.GRAY,
ChangeType.unsupported: Color.GRAY,
PropertyChangeType.no_effect: Color.GRAY,
}
_property_change_type_to_color = {
PropertyChangeType.create: Color.GREEN,
PropertyChangeType.delete: Color.ORANGE,
PropertyChangeType.modify: Color.PURPLE,
PropertyChangeType.array: Color.PURPLE,
PropertyChangeType.no_effect: Color.GRAY,
}
_diagnostic_level_to_color = {
Level.ERROR: Color.RED,
Level.WARNING: Color.DARK_YELLOW,
Level.INFO: Color.RESET,
}
_change_type_to_symbol = {
ChangeType.create: Symbol.PLUS,
ChangeType.delete: Symbol.MINUS,
ChangeType.modify: Symbol.TILDE,
ChangeType.deploy: Symbol.EXCLAMATION_POINT,
ChangeType.no_change: Symbol.EQUAL,
ChangeType.ignore: Symbol.ASTERISK,
ChangeType.unsupported: Symbol.CROSS,
PropertyChangeType.no_effect: Symbol.CROSS,
}
_property_change_type_to_symbol = {
PropertyChangeType.create: Symbol.PLUS,
PropertyChangeType.delete: Symbol.MINUS,
PropertyChangeType.modify: Symbol.TILDE,
PropertyChangeType.array: Symbol.TILDE,
PropertyChangeType.no_effect: Symbol.CROSS,
}
_change_type_to_weight = {
ChangeType.delete: 0,
ChangeType.create: 1,
ChangeType.deploy: 2,
ChangeType.modify: 3,
ChangeType.no_change: 4,
ChangeType.unsupported: 5,
ChangeType.ignore: 6,
PropertyChangeType.no_effect: 7,
}
_property_change_type_to_weight = {
PropertyChangeType.delete: 0,
PropertyChangeType.create: 1,
PropertyChangeType.modify: 2,
PropertyChangeType.array: 2,
PropertyChangeType.no_effect: 3,
}
def format_what_if_operation_result(
what_if_operation_result: DeploymentModels.WhatIfOperationResult,
enable_color=True
):
builder = ColoredStringBuilder(enable_color)
_format_noise_notice(builder)
_format_change_type_legend(builder, what_if_operation_result.changes)
_format_resource_changes(builder,
what_if_operation_result.changes,
definite_changes=True)
_format_resource_changes_stats(builder,
what_if_operation_result.changes,
definite_changes=True)
_format_resource_changes(builder,
what_if_operation_result.potential_changes,
definite_changes=False)
_format_resource_changes_stats(builder,
what_if_operation_result.potential_changes,
definite_changes=False)
_format_diagnostics(builder,
what_if_operation_result.changes,
what_if_operation_result.potential_changes,
what_if_operation_result.diagnostics)
return builder.build()
def _format_noise_notice(builder):
builder.append_line(
"""Note: The result may contain false positive predictions (noise).
You can help us improve the accuracy of the result by opening an issue here: https://aka.ms/WhatIfIssues"""
)
builder.append_line()
def _format_change_type_legend(builder, resource_changes: t.Optional[list[DeploymentModels.WhatIfChange]]):
if not resource_changes:
return
def populate_change_type_set(property_changes):
if not property_changes:
return
for property_change in property_changes:
property_change_type = property_change.property_change_type
change_type_set.add(
ChangeType.modify if property_change_type == PropertyChangeType.array else property_change_type
)
populate_change_type_set(property_change.children)
change_type_set = set()
for resource_change in resource_changes:
change_type_set.add(resource_change.change_type)
populate_change_type_set(resource_change.delta)
change_types = sorted(change_type_set, key=lambda x: _change_type_to_weight[x])
builder.append("Resource and property changes are indicated with ")
builder.append_line("this symbol:" if len(change_types) == 1 else "these symbols:")
for change_type in change_types:
change_type_symbol = _change_type_to_symbol[change_type]
change_type_color = _change_type_to_color[change_type]
_format_indent(builder)
builder.append(change_type_symbol, change_type_color).append(Symbol.WHITE_SPACE)
builder.append_line(change_type.title())
def _format_resource_changes_stats(
builder,
resource_changes: t.Optional[list[DeploymentModels.WhatIfChange]],
definite_changes=True
):
if definite_changes:
builder.append_line().append("Resource changes: ")
if not resource_changes:
builder.append("no change.")
return
elif resource_changes:
builder.append_line().append("Potential changes: ")
if resource_changes:
sorted_resource_changes = sorted(resource_changes, key=lambda x: _change_type_to_weight[x.change_type])
resource_changes_by_change_type = groupby(sorted_resource_changes, lambda x: x.change_type)
count_by_change_type = map(lambda x: (x[0], len(list(x[1]))), resource_changes_by_change_type)
count_by_change_type = filter(lambda x: x[1] > 0, count_by_change_type)
change_type_stats = map(lambda x: _format_change_type_count(x[0], x[1]), count_by_change_type)
builder.append(", ".join(change_type_stats)).append(".")
def _format_change_type_count(change_type, count): # pylint: disable=too-many-return-statements
if change_type == ChangeType.create:
return f"{count} to create"
if change_type == ChangeType.delete:
return f"{count} to delete"
if change_type == ChangeType.deploy:
return f"{count} to deploy"
if change_type == ChangeType.modify:
return f"{count} to modify"
if change_type == ChangeType.ignore:
return f"{count} to ignore"
if change_type == ChangeType.no_change:
return f"{count} no change"
if change_type == ChangeType.unsupported:
return f"{count} unsupported"
raise ValueError(f"Invalid ChangeType: {change_type}")
def _format_diagnostics(builder, resource_changes, potential_changes, diagnostics):
short_circuited_resources = [r for r in (resource_changes or []) + (potential_changes or [])
if r.change_type == ChangeType.UNSUPPORTED]
diags = diagnostics or []
if len(short_circuited_resources) + len(diags) > 0:
builder.append_line()
builder.append_line()
builder.append(f"Diagnostics ({len(short_circuited_resources) + len(diags)}): ")
builder.append_line()
for change in short_circuited_resources:
with builder.new_color_scope(_diagnostic_level_to_color[Level.WARNING]):
builder.append(change.resource_id)
builder.append(" (Unsupported) ")
builder.append(change.unsupported_reason)
builder.append_line()
for diag in diags:
with builder.new_color_scope(_diagnostic_level_to_color[diag.level]):
builder.append(diag.target)
builder.append(" (")
builder.append(diag.code)
builder.append(") ")
builder.append(diag.message)
builder.append_line()
def _format_resource_changes(
builder,
resource_changes: t.Optional[list[DeploymentModels.WhatIfChange]],
definite_changes=True
):
if not resource_changes:
return
num_scopes = len(set(map(_get_scope_uppercase, resource_changes)))
resource_changes_by_scope = groupby(sorted(resource_changes, key=_get_scope_uppercase), _get_scope_uppercase)
builder.append_line()
if definite_changes:
builder.append("The deployment will update the following ")
else:
builder.append("The following change MAY OR MAY NOT be deployed to the following ")
builder.append_line('scope:' if num_scopes == 1 else 'scopes:')
for _, resource_changes_in_scope in resource_changes_by_scope:
resource_changes_in_scope_list = list(resource_changes_in_scope)
scope = _get_scope(resource_changes_in_scope_list[0])
_format_resource_changes_in_scope(builder, scope, resource_changes_in_scope_list)
def _format_resource_changes_in_scope(builder, scope, resource_changes_in_scope):
builder.append_line().append_line(f"Scope: {scope}")
sorted_resource_changes = sorted(
resource_changes_in_scope,
# Sort by change_type and then by relative_resource_id.
key=lambda x: (_change_type_to_weight[x.change_type], _get_relative_resource_id(x)),
)
for change_type, resource_changes in groupby(sorted_resource_changes, lambda x: x.change_type):
with builder.new_color_scope(_change_type_to_color[change_type]):
for resource_change in resource_changes:
is_last = resource_change == sorted_resource_changes[-1]
_format_resource_change(builder, resource_change, is_last)
def _format_resource_change(builder, resource_change: DeploymentModels.WhatIfChange, is_last):
relative_resource_id = _get_relative_resource_id(resource_change)
if relative_resource_id is None:
return
change_type = resource_change.change_type
api_version = _get_api_version(resource_change)
builder.append_line()
_format_resource_change_path(builder, change_type, relative_resource_id, api_version)
if change_type == ChangeType.create and resource_change.after:
_format_json(builder, resource_change.after, indent_level=2)
elif change_type == ChangeType.delete and resource_change.before:
_format_json(builder, resource_change.before, indent_level=2)
elif resource_change.delta:
with builder.new_color_scope(Color.RESET):
builder.append_line()
_format_property_changes(
builder,
sorted(
resource_change.delta,
key=lambda x: (_property_change_type_to_weight[x.property_change_type], x.path),
),
)
elif is_last:
builder.append_line()
def _format_resource_change_path(builder, change_type, resource_change_id, api_version):
return _format_path(
builder,
resource_change_id,
0,
1,
lambda builder: _format_resource_change_type(builder, change_type),
lambda builder: _format_resource_change_api_verion(builder, api_version),
)
def _format_resource_change_type(builder, change_type):
change_symbol = _change_type_to_symbol[change_type]
builder.append(change_symbol).append(Symbol.WHITE_SPACE)
def _format_resource_change_api_verion(builder, api_version):
if not api_version:
return
with builder.new_color_scope(Color.RESET):
builder.append(Symbol.WHITE_SPACE)
builder.append(Symbol.LEFT_SQUARE_BRACKET)
builder.append(api_version)
builder.append(Symbol.RIGHT_SQUARE_BRACKET)
def _format_property_changes(builder, property_changes, indent_level=2):
max_path_length = _get_max_path_length_from_property_changes(property_changes)
for property_change in property_changes:
_format_property_change(builder, property_change, max_path_length, indent_level)
builder.append_line()
def _format_property_change(builder, property_change, max_path_length, indent_level):
property_change_type = property_change.property_change_type
before, after, children = property_change.before, property_change.after, property_change.children
if property_change_type == PropertyChangeType.create:
_format_property_change_path(builder, property_change, "after", max_path_length, indent_level)
_format_property_create(builder, after, indent_level + 1)
elif property_change_type == PropertyChangeType.delete:
_format_property_change_path(builder, property_change, "before", max_path_length, indent_level)
_format_property_delete(builder, before, indent_level + 1)
elif property_change_type == PropertyChangeType.modify:
_format_property_change_path(builder, property_change, "before", max_path_length, indent_level)
_format_property_modify(builder, before, after, children, indent_level + 1)
elif property_change_type == PropertyChangeType.array:
_format_property_change_path(builder, property_change, "children", max_path_length, indent_level)
_format_property_array_change(builder, property_change, children, indent_level + 1)
elif property_change_type == PropertyChangeType.no_effect:
_format_property_change_path(builder, property_change, "after", max_path_length, indent_level)
_format_property_no_effect(builder, after, indent_level + 1)
else:
raise ValueError(f"Unknown property change type: {property_change_type}.")
def _format_property_change_path(builder, property_change, value_name, max_path_length, indent_level):
if not property_change.path:
return
path, property_change_type = property_change.path, property_change.property_change_type
value = getattr(property_change, value_name)
padding_width = max_path_length - len(path) + 1
if _is_non_empty_array(value):
padding_width = 1
if _is_non_empty_object(value):
padding_width = 0
if property_change_type == PropertyChangeType.modify and property_change.children:
# Has nested changes.
padding_width = 0
_format_path(
builder,
path,
padding_width,
indent_level,
format_head=lambda builder: _format_property_change_type(builder, property_change_type),
format_tail=_format_colon,
)
def _format_property_change_type(builder, property_change_type):
property_change_symbol = _property_change_type_to_symbol[property_change_type]
property_change_color = _property_change_type_to_color[property_change_type]
builder.append(property_change_symbol, property_change_color).append(Symbol.WHITE_SPACE)
def _format_property_no_effect(builder, value, indent_level):
with builder.new_color_scope(_property_change_type_to_color[PropertyChangeType.no_effect]):
_format_json(builder, value, indent_level=indent_level)
def _format_property_create(builder, value, indent_level):
with builder.new_color_scope(_property_change_type_to_color[PropertyChangeType.create]):
_format_json(builder, value, indent_level=indent_level)
def _format_property_delete(builder, value, indent_level):
with builder.new_color_scope(_property_change_type_to_color[PropertyChangeType.delete]):
_format_json(builder, value, indent_level=indent_level)
def _format_property_modify(builder, before, after, children, indent_level):
if children:
# Has nested changes.
builder.append_line().append_line()
_format_property_changes(
builder,
sorted(children, key=lambda x: (_property_change_type_to_weight[x.property_change_type], x.path)),
indent_level,
)
else:
_format_property_delete(builder, before, indent_level)
# Space before =>
if _is_non_empty_object(before):
builder.append_line()
_format_indent(builder, indent_level)
else:
builder.append(Symbol.WHITE_SPACE)
builder.append("=>")
# Space after =>
if not _is_non_empty_object(after):
builder.append(Symbol.WHITE_SPACE)
_format_property_create(builder, after, indent_level)
if not _is_leaf(before) and _is_leaf(after):
builder.append_line()
def _format_property_array_change(builder, parent_property_change, property_changes, indent_level):
if not parent_property_change.path:
# The parent change doesn't have a path, which means the current
# array change is a nested change. We need to decrease indent_level
# and print indentation before printing "[".
indent_level -= 1
_format_indent(builder, indent_level)
if not property_changes:
builder.append_line("[]")
return
# [
builder.append(Symbol.LEFT_SQUARE_BRACKET).append_line()
_format_property_changes(
builder,
sorted(property_changes, key=lambda x: (int(x.path), _property_change_type_to_weight[x.property_change_type])),
indent_level,
)
# ]
_format_indent(builder, indent_level)
builder.append(Symbol.RIGHT_SQUARE_BRACKET)
def _get_api_version(resource_change: DeploymentModels.WhatIfChange):
if resource_change.before:
return resource_change.before.get("apiVersion")
if resource_change.after:
return resource_change.after.get("apiVersion")
return None
def _get_scope(resource_change: DeploymentModels.WhatIfChange):
if resource_change.resource_id:
return split_resource_id(resource_change.resource_id)[0]
if resource_change.extension:
# TODO: eventually this should include the extension config with key=value pairs
return f"{resource_change.extension.name}@{resource_change.extension.version}"
return "Unknown"
def _get_scope_uppercase(resource_change: DeploymentModels.WhatIfChange):
return _get_scope(resource_change).upper()
def _get_relative_resource_id(resource_change: DeploymentModels.WhatIfChange):
if resource_change.resource_id:
return split_resource_id(resource_change.resource_id)[1]
if resource_change.identifiers:
return _format_ext_resource_identifiers(resource_change.identifiers)
return None
def _get_max_path_length_from_property_changes(property_changes):
if not property_changes:
return 0
filtered_property_changes = filter(_should_consider_property_change_path, property_changes)
path_lengths = map(lambda x: len(x.path), filtered_property_changes)
return max(path_lengths, default=0)
def _should_consider_property_change_path(property_change):
property_change_type = property_change.property_change_type
if property_change_type == PropertyChangeType.create:
return _is_leaf(property_change.after)
if property_change_type in (PropertyChangeType.delete, PropertyChangeType.modify):
return _is_leaf(property_change.before)
return not property_change.children
def format_json(value, enable_color=True):
builder = ColoredStringBuilder(enable_color)
_format_json(builder, value)
return builder.build()
def _format_json(builder, value, path="", max_path_length=0, indent_level=0):
if _is_leaf(value):
_format_json_path(builder, path, max_path_length - len(path) + 1, indent_level)
_format_leaf(builder, value)
elif _is_non_empty_array(value):
_format_json_path(builder, path, 1, indent_level)
_format_non_empty_array(builder, value, indent_level)
elif _is_non_empty_object(value):
_format_non_empty_object(builder, value, path, max_path_length, indent_level)
else:
raise ValueError(f"Invalid JSON value: {value}")
def _format_leaf(builder, value):
if value is None:
builder.append("null")
elif isinstance(value, bool):
builder.append(str(value).lower())
elif isinstance(value, str):
builder.append(Symbol.QUOTE).append(value).append(Symbol.QUOTE)
else:
builder.append(value)
def _format_non_empty_array(builder, value, indent_level):
builder.append(Symbol.LEFT_SQUARE_BRACKET, Color.RESET).append_line()
max_path_length = _get_max_path_length_from_array(value)
for index, child_value in enumerate(value):
child_path = str(index)
if _is_non_empty_object(child_value):
_format_json_path(builder, child_path, 0, indent_level + 1)
_format_non_empty_object(builder, child_value, indent_level=indent_level + 1)
else:
_format_json(builder, child_value, child_path, max_path_length, indent_level + 1)
builder.append_line()
_format_indent(builder, indent_level)
builder.append(Symbol.RIGHT_SQUARE_BRACKET, Color.RESET)
def _format_non_empty_object(builder, value, path=None, max_path_length=0, indent_level=0):
is_root = not path
if not path:
# root object.
builder.append_line().append_line()
max_path_length = _get_max_path_length_from_object(value)
indent_level += 1
for child_path, child_value in value.items():
child_path = child_path if is_root else f"{path}{Symbol.DOT}{child_path}"
_format_json(builder, child_value, child_path, max_path_length, indent_level)
# if _is_non_empty_array(child_value) or _is_leaf(child_value):
if not _is_non_empty_object(child_value):
builder.append_line()
def _format_json_path(builder, path, padding_width, indent_level):
return _format_path(builder, path, padding_width, indent_level, format_tail=_format_colon)
def _format_path(builder, path, padding_width, indent_level, format_head=None, format_tail=None):
if not path:
return
_format_indent(builder, indent_level)
if format_head:
format_head(builder)
builder.append(path)
if format_tail:
format_tail(builder)
builder.append(str(Symbol.WHITE_SPACE) * padding_width)
def _format_colon(builder):
builder.append(Symbol.COLON, Color.RESET)
def _format_indent(builder, indent_level=1):
builder.append(str(Symbol.WHITE_SPACE) * 2 * indent_level)
def _get_max_path_length_from_array(value):
maxLengthIndex = 0
for index, child_value in enumerate(value):
if _is_leaf(child_value):
maxLengthIndex = index
return len(str(maxLengthIndex))
def _get_max_path_length_from_object(value):
max_path_length = 0
for key, child_value in value.items():
if _is_non_empty_array(child_value):
# Ignoring array paths to avoid long padding like this:
#
# short.path: "foo"
# another.short.path: "bar"
# very.very.long.path.to.array: [
# ...
# ]
# path.after.array: "foobar"
#
# The following is what we want:
#
# short.path: "foo"
# another.short.path: "bar"
# very.very.long.path.to.array: [
# ...
# ]
# path.after.array: "foobar"
#
continue
current_path_length = (
# Add one for dot.
len(key) + 1 + _get_max_path_length_from_object(child_value)
if _is_non_empty_object(child_value)
else len(key)
)
max_path_length = max(max_path_length, current_path_length)
return max_path_length
def _is_leaf(value):
return (
isinstance(value, (type(None), bool, int, float, str)) or
(isinstance(value, list) and not value) or
(isinstance(value, dict) and not value)
)
def _is_non_empty_array(value):
return isinstance(value, list) and value
def _is_non_empty_object(value):
return isinstance(value, dict) and value
def _format_ext_resource_identifiers(identifiers: t.Optional[dict[str, t.Any]]) -> str:
if not identifiers:
return ""
sorted_items = sorted(identifiers.items(), key=lambda x: x[0])
return ", ".join(f"{key}={json.dumps(value)}" for key, value in sorted_items)