Adding utils.format_quantity
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@ -13,6 +13,19 @@
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# limitations under the License.
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from decimal import Decimal, InvalidOperation
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_EXPONENTS = {
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"n": -3,
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"u": -2,
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"m": -1,
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"K": 1,
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"k": 1,
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"M": 2,
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"G": 3,
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"T": 4,
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"P": 5,
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"E": 6,
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}
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def parse_quantity(quantity):
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"""
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@ -35,17 +48,14 @@ def parse_quantity(quantity):
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if isinstance(quantity, (int, float, Decimal)):
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return Decimal(quantity)
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exponents = {"n": -3, "u": -2, "m": -1, "K": 1, "k": 1, "M": 2,
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"G": 3, "T": 4, "P": 5, "E": 6}
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quantity = str(quantity)
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number = quantity
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suffix = None
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if len(quantity) >= 2 and quantity[-1] == "i":
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if quantity[-2] in exponents:
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if quantity[-2] in _EXPONENTS:
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number = quantity[:-2]
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suffix = quantity[-2:]
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elif len(quantity) >= 1 and quantity[-1] in exponents:
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elif len(quantity) >= 1 and quantity[-1] in _EXPONENTS:
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number = quantity[:-1]
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suffix = quantity[-1:]
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@ -68,8 +78,62 @@ def parse_quantity(quantity):
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if suffix == "ki":
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raise ValueError("{} has unknown suffix".format(quantity))
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if suffix[0] not in exponents:
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if suffix[0] not in _EXPONENTS:
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raise ValueError("{} has unknown suffix".format(quantity))
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exponent = Decimal(exponents[suffix[0]])
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exponent = Decimal(_EXPONENTS[suffix[0]])
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return number * (base ** exponent)
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def format_quantity(quantity_value, suffix, quantize=None) -> str:
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"""
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Takes a decimal and produces a string value in kubernetes' canonical quantity form,
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like "200Mi".Users can specify an additional decimal number to quantize the output.
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Example - Relatively increase pod memory limits:
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# retrieve my_pod
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current_memory: Decimal = parse_quantity(my_pod.spec.containers[0].resources.limits.memory)
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desired_memory = current_memory * 1.2
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desired_memory_str = format_quantity(desired_memory, suffix="Gi", quantize=Decimal(1))
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# patch pod with desired_memory_str
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'quantize=Decimal(1)' ensures that the result does not contain any fractional digits.
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Supported SI suffixes:
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base1024: Ki | Mi | Gi | Ti | Pi | Ei
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base1000: n | u | m | "" | k | M | G | T | P | E
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See https://github.com/kubernetes/apimachinery/blob/master/pkg/api/resource/quantity.go
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Input:
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quantity: Decimal. Quantity as a number which is supposed to converted to a string
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with SI suffix.
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suffix: string. The desired suffix/unit-of-measure of the output string
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quantize: Decimal. Can be used to round/quantize the value before the string
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is returned. Defaults to None.
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Returns:
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string. Canonical Kubernetes quantity string containing the SI suffix.
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Raises:
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ValueError if the SI suffix is not supported.
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"""
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if suffix.endswith("i"):
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base = 1024
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elif len(suffix) == 1:
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base = 1000
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else:
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raise ValueError(f"{quantity_value} has unknown suffix")
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if suffix == "ki":
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raise ValueError(f"{quantity_value} has unknown suffix")
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if suffix[0] not in _EXPONENTS:
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raise ValueError(f"{quantity_value} has unknown suffix")
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different_scale = quantity_value / Decimal(base ** _EXPONENTS[suffix[0]])
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if quantize:
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different_scale = different_scale.quantize(quantize)
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return str(different_scale) + suffix
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