-
+
@@ -44,12 +44,12 @@ With FHE, you can build services that preserve the privacy of the users. FHE is
## Installation
| OS / HW | Available on Docker | Available on PyPI |
-| :----------------------------------: | :-----------------: | :--------------: |
-| Linux | Yes | Yes |
-| Windows | Yes | Coming soon |
-| Windows Subsystem for Linux | Yes | Yes |
-| macOS (Intel) | Yes | Yes |
-| macOS (Apple Silicon, ie M1, M2 etc) | Yes (Rosetta) | Coming soon |
+|:------------------------------------:|:-------------------:|:-----------------:|
+| Linux | Yes | Yes |
+| Windows | Yes | Coming soon |
+| Windows Subsystem for Linux | Yes | Yes |
+| macOS (Intel) | Yes | Yes |
+| macOS (Apple Silicon, ie M1, M2 etc) | Yes (Rosetta) | Coming soon |
The preferred way to install Concrete Numpy is through PyPI:
@@ -132,7 +132,38 @@ Various tutorials are proposed in the documentation to help you start writing ho
- Partial support of [Floating Points](https://docs.zama.ai/concrete-numpy/tutorials/floating_points)
- How to perform [Table Lookup](https://docs.zama.ai/concrete-numpy/tutorials/table_lookup)
-More generally, if you have built awesome projects using Concrete Numpy, feel free to let us know and we'll link to it!
+More generally, if you have built awesome projects using Concrete Numpy, feel free to let us know, and we'll link to it!
+
+## Setting up for local development
+
+```shell
+# clone the repository
+git clone https://github.com/zama-ai/concrete-open-source.git
+cd concrete-open-source
+
+# create virtual environment
+cd frontends/concrete-python
+make venv
+
+# activate virtual environment
+source .vevn/bin/activate
+
+# build the compiler bindings
+cd ../../compilers/concrete-compiler/compiler
+make python-bindings
+
+# set bindings build directory as an environment variable
+export COMPILER_BUILD_DIRECTORY=$(pwd)/build
+echo "export COMPILER_BUILD_DIRECTORY=$(pwd)/build" >> ~/.bashrc
+
+# run tests
+cd ../../../frontends/concrete-python
+make pytest
+```
+
+Building python bindings requires some python packages to be installed, hence virtual environment is created and activated before building compiler bindings.
+
+Also, you don't have to follow these steps exactly. As long as the compiler is built with CMake in release mode and build directory is exported as the environment variable `COMPILER_BUILD_DIRECTORY`, it'll be okay.
## Need support?
diff --git a/frontends/concrete-python/concrete/numpy/__init__.py b/frontends/concrete-python/concrete/fhe/__init__.py
similarity index 93%
rename from frontends/concrete-python/concrete/numpy/__init__.py
rename to frontends/concrete-python/concrete/fhe/__init__.py
index 1ad2e263a..963d2fef8 100644
--- a/frontends/concrete-python/concrete/numpy/__init__.py
+++ b/frontends/concrete-python/concrete/fhe/__init__.py
@@ -2,6 +2,9 @@
Export everything that users might need.
"""
+# pylint: disable=import-error,no-name-in-module
+
+# mypy: disable-error-code=attr-defined
from concrete.compiler import EvaluationKeys, PublicArguments, PublicResult
from .compilation import (
@@ -164,3 +167,5 @@ from .tracing.typing import (
uint63,
uint64,
)
+
+# pylint: enable=import-error,no-name-in-module
diff --git a/frontends/concrete-python/concrete/numpy/compilation/__init__.py b/frontends/concrete-python/concrete/fhe/compilation/__init__.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/compilation/__init__.py
rename to frontends/concrete-python/concrete/fhe/compilation/__init__.py
diff --git a/frontends/concrete-python/concrete/numpy/compilation/artifacts.py b/frontends/concrete-python/concrete/fhe/compilation/artifacts.py
similarity index 99%
rename from frontends/concrete-python/concrete/numpy/compilation/artifacts.py
rename to frontends/concrete-python/concrete/fhe/compilation/artifacts.py
index d15ee468a..f99548206 100644
--- a/frontends/concrete-python/concrete/numpy/compilation/artifacts.py
+++ b/frontends/concrete-python/concrete/fhe/compilation/artifacts.py
@@ -149,7 +149,7 @@ class DebugArtifacts:
next(dependencies)
for dependency in dependencies:
- tokens = [token for token in dependency.split(" ") if token != ""] # noqa: S105
+ tokens = [token for token in dependency.split(" ") if token != ""]
if len(tokens) == 0:
continue
diff --git a/frontends/concrete-python/concrete/numpy/compilation/circuit.py b/frontends/concrete-python/concrete/fhe/compilation/circuit.py
similarity index 97%
rename from frontends/concrete-python/concrete/numpy/compilation/circuit.py
rename to frontends/concrete-python/concrete/fhe/compilation/circuit.py
index 436656ae9..c22eefda3 100644
--- a/frontends/concrete-python/concrete/numpy/compilation/circuit.py
+++ b/frontends/concrete-python/concrete/fhe/compilation/circuit.py
@@ -2,9 +2,13 @@
Declaration of `Circuit` class.
"""
+# pylint: disable=import-error,no-member,no-name-in-module
+
from typing import Any, Optional, Tuple, Union, cast
import numpy as np
+
+# mypy: disable-error-code=attr-defined
from concrete.compiler import PublicArguments, PublicResult
from ..dtypes import Integer
@@ -14,6 +18,8 @@ from .client import Client
from .configuration import Configuration
from .server import Server
+# pylint: enable=import-error,no-member,no-name-in-module
+
class Circuit:
"""
diff --git a/frontends/concrete-python/concrete/numpy/compilation/client.py b/frontends/concrete-python/concrete/fhe/compilation/client.py
similarity index 97%
rename from frontends/concrete-python/concrete/numpy/compilation/client.py
rename to frontends/concrete-python/concrete/fhe/compilation/client.py
index 0cfa664f2..83293e5ca 100644
--- a/frontends/concrete-python/concrete/numpy/compilation/client.py
+++ b/frontends/concrete-python/concrete/fhe/compilation/client.py
@@ -2,6 +2,8 @@
Declaration of `Client` class.
"""
+# pylint: disable=import-error,no-member,no-name-in-module
+
import json
import shutil
import tempfile
@@ -9,6 +11,8 @@ from pathlib import Path
from typing import Dict, List, Optional, Tuple, Union
import numpy as np
+
+# mypy: disable-error-code=attr-defined
from concrete.compiler import (
ClientSupport,
EvaluationKeys,
@@ -23,6 +27,8 @@ from ..internal.utils import assert_that
from ..values.value import Value
from .specs import ClientSpecs
+# pylint: enable=import-error,no-member,no-name-in-module
+
class Client:
"""
@@ -89,7 +95,7 @@ class Client:
with tempfile.TemporaryDirectory() as tmp_dir:
shutil.unpack_archive(path, tmp_dir, "zip")
with open(Path(tmp_dir) / "client.specs.json", "r", encoding="utf-8") as f:
- client_specs = ClientSpecs.unserialize(f.read())
+ client_specs = ClientSpecs.deserialize(f.read())
return Client(client_specs, keyset_cache_directory)
diff --git a/frontends/concrete-python/concrete/numpy/compilation/compiler.py b/frontends/concrete-python/concrete/fhe/compilation/compiler.py
similarity index 98%
rename from frontends/concrete-python/concrete/numpy/compilation/compiler.py
rename to frontends/concrete-python/concrete/fhe/compilation/compiler.py
index 0ba0ce80e..5ec2ad0bc 100644
--- a/frontends/concrete-python/concrete/numpy/compilation/compiler.py
+++ b/frontends/concrete-python/concrete/fhe/compilation/compiler.py
@@ -227,7 +227,6 @@ class Compiler:
"""
if self._is_direct:
-
self.graph = Tracer.trace(self.function, self._parameter_values, is_direct=True)
if self.artifacts is not None:
self.artifacts.add_graph("initial", self.graph) # pragma: no cover
@@ -332,22 +331,20 @@ class Compiler:
)
try:
-
self._evaluate("Tracing", inputset)
assert self.graph is not None
if self.configuration.verbose or self.configuration.show_graph:
graph = self.graph.format()
- longest_line = max([len(line) for line in graph.split("\n")])
+ longest_line = max(len(line) for line in graph.split("\n"))
try: # pragma: no cover
-
# this branch cannot be covered
# because `os.get_terminal_size()`
# raises an exception during tests
columns, _ = os.get_terminal_size()
- if columns == 0:
+ if columns == 0: # noqa: SIM108
columns = min(longest_line, 80)
else:
columns = min(longest_line, columns)
@@ -366,7 +363,6 @@ class Compiler:
return self.graph
except Exception: # pragma: no cover
-
# this branch is reserved for unexpected issues and hence it shouldn't be tested
# if it could be tested, we would have fixed the underlying issue
@@ -384,7 +380,6 @@ class Compiler:
raise
finally:
-
self.configuration = old_configuration
self.artifacts = old_artifacts
@@ -461,25 +456,23 @@ class Compiler:
columns = 0
if show_graph or show_mlir or show_optimizer:
-
graph = (
self.graph.format()
if self.configuration.verbose or self.configuration.show_graph
else ""
)
- longest_graph_line = max([len(line) for line in graph.split("\n")])
- longest_mlir_line = max([len(line) for line in mlir.split("\n")])
+ longest_graph_line = max(len(line) for line in graph.split("\n"))
+ longest_mlir_line = max(len(line) for line in mlir.split("\n"))
longest_line = max(longest_graph_line, longest_mlir_line)
try: # pragma: no cover
-
# this branch cannot be covered
# because `os.get_terminal_size()`
# raises an exception during tests
columns, _ = os.get_terminal_size()
- if columns == 0:
+ if columns == 0: # noqa: SIM108
columns = min(longest_line, 80)
else:
columns = min(longest_line, columns)
@@ -525,7 +518,6 @@ class Compiler:
return circuit
except Exception: # pragma: no cover
-
# this branch is reserved for unexpected issues and hence it shouldn't be tested
# if it could be tested, we would have fixed the underlying issue
@@ -543,7 +535,6 @@ class Compiler:
raise
finally:
-
self.configuration = old_configuration
self.artifacts = old_artifacts
diff --git a/frontends/concrete-python/concrete/numpy/compilation/configuration.py b/frontends/concrete-python/concrete/fhe/compilation/configuration.py
similarity index 92%
rename from frontends/concrete-python/concrete/numpy/compilation/configuration.py
rename to frontends/concrete-python/concrete/fhe/compilation/configuration.py
index ab786d794..5dacd667e 100644
--- a/frontends/concrete-python/concrete/numpy/compilation/configuration.py
+++ b/frontends/concrete-python/concrete/fhe/compilation/configuration.py
@@ -15,8 +15,6 @@ class Configuration:
Configuration class, to allow the compilation process to be customized.
"""
- # pylint: disable=too-many-instance-attributes
-
verbose: bool
show_graph: Optional[bool]
show_mlir: Optional[bool]
@@ -33,15 +31,12 @@ class Configuration:
insecure_key_cache_location: Optional[str]
auto_adjust_rounders: bool
- # pylint: enable=too-many-instance-attributes
-
def _validate(self):
"""
Validate configuration.
"""
- if not self.enable_unsafe_features:
-
+ if not self.enable_unsafe_features: # noqa: SIM102
if self.use_insecure_key_cache:
message = "Insecure key cache cannot be used without enabling unsafe features"
raise RuntimeError(message)
@@ -124,12 +119,7 @@ class Configuration:
is_correctly_typed = False
expected = "Optional[str]"
- elif name == "p_error":
- if not (value is None or isinstance(value, float)):
- is_correctly_typed = False
- expected = "Optional[float]"
-
- elif name == "global_p_error":
+ elif name in ["p_error", "global_p_error"]:
if not (value is None or isinstance(value, float)):
is_correctly_typed = False
expected = "Optional[float]"
diff --git a/frontends/concrete-python/concrete/numpy/compilation/decorators.py b/frontends/concrete-python/concrete/fhe/compilation/decorators.py
similarity index 97%
rename from frontends/concrete-python/concrete/numpy/compilation/decorators.py
rename to frontends/concrete-python/concrete/fhe/compilation/decorators.py
index 50b4e8c9d..a601feb30 100644
--- a/frontends/concrete-python/concrete/numpy/compilation/decorators.py
+++ b/frontends/concrete-python/concrete/fhe/compilation/decorators.py
@@ -55,8 +55,8 @@ def circuit(
if not (is_value or is_scalar_annotation):
message = (
f"Annotation {annotation} for argument '{name}' is not valid "
- f"(please use a cnp type such as "
- f"`cnp.uint4` or 'cnp.tensor[cnp.uint4, 3, 2]')"
+ f"(please use an fhe type such as "
+ f"`fhe.uint4` or 'fhe.tensor[fhe.uint4, 3, 2]')"
)
raise ValueError(message)
diff --git a/frontends/concrete-python/concrete/numpy/compilation/server.py b/frontends/concrete-python/concrete/fhe/compilation/server.py
similarity index 96%
rename from frontends/concrete-python/concrete/numpy/compilation/server.py
rename to frontends/concrete-python/concrete/fhe/compilation/server.py
index f01ad4dac..252a53fdd 100644
--- a/frontends/concrete-python/concrete/numpy/compilation/server.py
+++ b/frontends/concrete-python/concrete/fhe/compilation/server.py
@@ -2,12 +2,15 @@
Declaration of `Server` class.
"""
+# pylint: disable=import-error,no-member,no-name-in-module
+
import json
import shutil
import tempfile
from pathlib import Path
from typing import List, Optional, Union
+# mypy: disable-error-code=attr-defined
import concrete.compiler
from concrete.compiler import (
CompilationFeedback,
@@ -27,6 +30,8 @@ from ..internal.utils import assert_that
from .configuration import DEFAULT_GLOBAL_P_ERROR, DEFAULT_P_ERROR, Configuration
from .specs import ClientSpecs
+# pylint: enable=import-error,no-member,no-name-in-module
+
class Server:
"""
@@ -97,7 +102,9 @@ class Server:
options.set_auto_parallelize(configuration.auto_parallelize)
if configuration.auto_parallelize or configuration.dataflow_parallelize:
+ # pylint: disable=c-extension-no-member,no-member
concrete.compiler.init_dfr()
+ # pylint: enable=c-extension-no-member,no-member
global_p_error_is_set = configuration.global_p_error is not None
p_error_is_set = configuration.p_error is not None
@@ -133,7 +140,6 @@ class Server:
options.set_display_optimizer_choice(show_optimizer)
if configuration.jit:
-
output_dir = None
support = JITSupport.new()
@@ -141,7 +147,6 @@ class Server:
server_lambda = support.load_server_lambda(compilation_result)
else:
-
# pylint: disable=consider-using-with
output_dir = tempfile.TemporaryDirectory()
output_dir_path = Path(output_dir.name)
@@ -173,7 +178,7 @@ class Server:
path (Union[str, Path]):
path to save the server
- via_mlir (bool, default = False)
+ via_mlir (bool, default = False):
export using the MLIR code of the program,
this will make the export cross-platform
"""
@@ -188,7 +193,6 @@ class Server:
raise RuntimeError(message)
with tempfile.TemporaryDirectory() as tmp:
-
with open(Path(tmp) / "circuit.mlir", "w", encoding="utf-8") as f:
f.write(self._mlir)
@@ -255,7 +259,7 @@ class Server:
return Server.create(mlir, input_signs, output_signs, configuration)
with open(output_dir_path / "client.specs.json", "r", encoding="utf-8") as f:
- client_specs = ClientSpecs.unserialize(f.read())
+ client_specs = ClientSpecs.deserialize(f.read())
support = LibrarySupport.new(
str(output_dir_path),
diff --git a/frontends/concrete-python/concrete/numpy/compilation/specs.py b/frontends/concrete-python/concrete/fhe/compilation/specs.py
similarity index 79%
rename from frontends/concrete-python/concrete/numpy/compilation/specs.py
rename to frontends/concrete-python/concrete/fhe/compilation/specs.py
index 1d0c4f54d..1a61f807c 100644
--- a/frontends/concrete-python/concrete/numpy/compilation/specs.py
+++ b/frontends/concrete-python/concrete/fhe/compilation/specs.py
@@ -2,11 +2,16 @@
Declaration of `ClientSpecs` class.
"""
+# pylint: disable=import-error,no-member,no-name-in-module
+
import json
from typing import List
+# mypy: disable-error-code=attr-defined
from concrete.compiler import ClientParameters, PublicArguments, PublicResult
+# pylint: enable=import-error,no-member,no-name-in-module
+
class ClientSpecs:
"""
@@ -46,27 +51,27 @@ class ClientSpecs:
)
@staticmethod
- def unserialize(serialized_client_specs: str) -> "ClientSpecs":
+ def deserialize(serialized_client_specs: str) -> "ClientSpecs":
"""
Create client specs from its string representation.
Args:
serialized_client_specs (str):
- client specs to unserialize
+ client specs to deserialize
Returns:
ClientSpecs:
- unserialized client specs
+ deserialized client specs
"""
raw_specs = json.loads(serialized_client_specs)
client_parameters_bytes = json.dumps(raw_specs["client_parameters"]).encode("utf-8")
- client_parameters = ClientParameters.unserialize(client_parameters_bytes)
+ client_parameters = ClientParameters.deserialize(client_parameters_bytes)
return ClientSpecs(raw_specs["input_signs"], client_parameters, raw_specs["output_signs"])
- def serialize_public_args(self, args: PublicArguments) -> bytes: # pylint: disable=no-self-use
+ def serialize_public_args(self, args: PublicArguments) -> bytes:
"""
Serialize public arguments to bytes.
@@ -81,7 +86,7 @@ class ClientSpecs:
return args.serialize()
- def unserialize_public_args(self, serialized_args: bytes) -> PublicArguments:
+ def deserialize_public_args(self, serialized_args: bytes) -> PublicArguments:
"""
Unserialize public arguments from bytes.
@@ -91,12 +96,12 @@ class ClientSpecs:
Returns:
PublicArguments:
- unserialized public arguments
+ deserialized public arguments
"""
- return PublicArguments.unserialize(self.client_parameters, serialized_args)
+ return PublicArguments.deserialize(self.client_parameters, serialized_args)
- def serialize_public_result(self, result: PublicResult) -> bytes: # pylint: disable=no-self-use
+ def serialize_public_result(self, result: PublicResult) -> bytes:
"""
Serialize public result to bytes.
@@ -111,7 +116,7 @@ class ClientSpecs:
return result.serialize()
- def unserialize_public_result(self, serialized_result: bytes) -> PublicResult:
+ def deserialize_public_result(self, serialized_result: bytes) -> PublicResult:
"""
Unserialize public result from bytes.
@@ -121,7 +126,7 @@ class ClientSpecs:
Returns:
PublicResult:
- unserialized public result
+ deserialized public result
"""
- return PublicResult.unserialize(self.client_parameters, serialized_result)
+ return PublicResult.deserialize(self.client_parameters, serialized_result)
diff --git a/frontends/concrete-python/concrete/numpy/compilation/utils.py b/frontends/concrete-python/concrete/fhe/compilation/utils.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/compilation/utils.py
rename to frontends/concrete-python/concrete/fhe/compilation/utils.py
diff --git a/frontends/concrete-python/concrete/numpy/dtypes/__init__.py b/frontends/concrete-python/concrete/fhe/dtypes/__init__.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/dtypes/__init__.py
rename to frontends/concrete-python/concrete/fhe/dtypes/__init__.py
diff --git a/frontends/concrete-python/concrete/numpy/dtypes/base.py b/frontends/concrete-python/concrete/fhe/dtypes/base.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/dtypes/base.py
rename to frontends/concrete-python/concrete/fhe/dtypes/base.py
diff --git a/frontends/concrete-python/concrete/numpy/dtypes/float.py b/frontends/concrete-python/concrete/fhe/dtypes/float.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/dtypes/float.py
rename to frontends/concrete-python/concrete/fhe/dtypes/float.py
diff --git a/frontends/concrete-python/concrete/numpy/dtypes/integer.py b/frontends/concrete-python/concrete/fhe/dtypes/integer.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/dtypes/integer.py
rename to frontends/concrete-python/concrete/fhe/dtypes/integer.py
diff --git a/frontends/concrete-python/concrete/numpy/dtypes/utils.py b/frontends/concrete-python/concrete/fhe/dtypes/utils.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/dtypes/utils.py
rename to frontends/concrete-python/concrete/fhe/dtypes/utils.py
diff --git a/frontends/concrete-python/concrete/numpy/extensions/__init__.py b/frontends/concrete-python/concrete/fhe/extensions/__init__.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/extensions/__init__.py
rename to frontends/concrete-python/concrete/fhe/extensions/__init__.py
diff --git a/frontends/concrete-python/concrete/numpy/extensions/array.py b/frontends/concrete-python/concrete/fhe/extensions/array.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/extensions/array.py
rename to frontends/concrete-python/concrete/fhe/extensions/array.py
diff --git a/frontends/concrete-python/concrete/numpy/extensions/ones.py b/frontends/concrete-python/concrete/fhe/extensions/ones.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/extensions/ones.py
rename to frontends/concrete-python/concrete/fhe/extensions/ones.py
diff --git a/frontends/concrete-python/concrete/numpy/extensions/round_bit_pattern.py b/frontends/concrete-python/concrete/fhe/extensions/round_bit_pattern.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/extensions/round_bit_pattern.py
rename to frontends/concrete-python/concrete/fhe/extensions/round_bit_pattern.py
diff --git a/frontends/concrete-python/concrete/numpy/extensions/table.py b/frontends/concrete-python/concrete/fhe/extensions/table.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/extensions/table.py
rename to frontends/concrete-python/concrete/fhe/extensions/table.py
diff --git a/frontends/concrete-python/concrete/numpy/extensions/tag.py b/frontends/concrete-python/concrete/fhe/extensions/tag.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/extensions/tag.py
rename to frontends/concrete-python/concrete/fhe/extensions/tag.py
diff --git a/frontends/concrete-python/concrete/numpy/extensions/univariate.py b/frontends/concrete-python/concrete/fhe/extensions/univariate.py
similarity index 90%
rename from frontends/concrete-python/concrete/numpy/extensions/univariate.py
rename to frontends/concrete-python/concrete/fhe/extensions/univariate.py
index 683689349..03aaa144d 100644
--- a/frontends/concrete-python/concrete/numpy/extensions/univariate.py
+++ b/frontends/concrete-python/concrete/fhe/extensions/univariate.py
@@ -51,15 +51,12 @@ def univariate(
else np.int64
)
- if x.output.shape == ():
- sample = dtype(1) # type: ignore
- else:
- sample = np.ones(x.output.shape, dtype=dtype)
+ sample = dtype(1) if x.output.is_scalar else np.ones(x.output.shape, dtype=dtype)
evaluation = function(sample)
output_value = Value.of(evaluation, is_encrypted=x.output.is_encrypted)
if output_value.shape != x.output.shape:
- message = f"Function {function.__name__} cannot be used with cnp.univariate"
+ message = f"Function {function.__name__} cannot be used with fhe.univariate"
raise ValueError(message)
# pylint: disable=protected-access
@@ -71,7 +68,7 @@ def univariate(
message = (
"Univariate extension requires "
"`outputs` argument for direct circuit definition "
- "(e.g., cnp.univariate(function, outputs=cnp.uint4)(x))"
+ "(e.g., fhe.univariate(function, outputs=fhe.uint4)(x))"
)
raise ValueError(message)
output_value.dtype = outputs if isinstance(outputs, BaseDataType) else outputs.dtype
diff --git a/frontends/concrete-python/concrete/numpy/extensions/zeros.py b/frontends/concrete-python/concrete/fhe/extensions/zeros.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/extensions/zeros.py
rename to frontends/concrete-python/concrete/fhe/extensions/zeros.py
diff --git a/frontends/concrete-python/concrete/numpy/internal/__init__.py b/frontends/concrete-python/concrete/fhe/internal/__init__.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/internal/__init__.py
rename to frontends/concrete-python/concrete/fhe/internal/__init__.py
diff --git a/frontends/concrete-python/concrete/numpy/internal/utils.py b/frontends/concrete-python/concrete/fhe/internal/utils.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/internal/utils.py
rename to frontends/concrete-python/concrete/fhe/internal/utils.py
diff --git a/frontends/concrete-python/concrete/numpy/mlir/__init__.py b/frontends/concrete-python/concrete/fhe/mlir/__init__.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/mlir/__init__.py
rename to frontends/concrete-python/concrete/fhe/mlir/__init__.py
diff --git a/frontends/concrete-python/concrete/numpy/mlir/graph_converter.py b/frontends/concrete-python/concrete/fhe/mlir/graph_converter.py
similarity index 95%
rename from frontends/concrete-python/concrete/numpy/mlir/graph_converter.py
rename to frontends/concrete-python/concrete/fhe/mlir/graph_converter.py
index 1fd4d37e7..22ce1789d 100644
--- a/frontends/concrete-python/concrete/numpy/mlir/graph_converter.py
+++ b/frontends/concrete-python/concrete/fhe/mlir/graph_converter.py
@@ -2,11 +2,12 @@
Declaration of `GraphConverter` class.
"""
-# pylint: disable=no-member,no-name-in-module
+# pylint: disable=import-error,no-member,no-name-in-module
from copy import deepcopy
from typing import Any, Dict, List, Optional, cast
+# mypy: disable-error-code=attr-defined
import concrete.lang as concretelang
import networkx as nx
import numpy as np
@@ -31,7 +32,7 @@ from ..values import ClearScalar, EncryptedScalar
from .node_converter import NodeConverter
from .utils import MAXIMUM_TLU_BIT_WIDTH
-# pylint: enable=no-member,no-name-in-module
+# pylint: enable=import-error,no-member,no-name-in-module
class GraphConverter:
@@ -190,7 +191,7 @@ class GraphConverter:
variable_input_indices = [
idx
for idx, pred in enumerate(graph.ordered_preds_of(node))
- if not pred.operation == Operation.Constant
+ if pred.operation != Operation.Constant
]
assert_that(len(variable_input_indices) == 1)
@@ -287,24 +288,23 @@ class GraphConverter:
if dtype.is_signed and first_signed_node is None:
first_signed_node = node
- if first_tlu_node is not None:
- if max_bit_width > MAXIMUM_TLU_BIT_WIDTH:
- assert max_bit_width_node is not None
- offending_nodes[max_bit_width_node] = [
- (
- {
- Operation.Input: f"this input is {max_bit_width}-bits",
- Operation.Constant: f"this constant is {max_bit_width}-bits",
- Operation.Generic: f"this operation results in {max_bit_width}-bits",
- }[max_bit_width_node.operation]
- ),
- max_bit_width_node.location,
- ]
- offending_nodes[first_tlu_node] = [
- f"table lookups are only supported on circuits with "
- f"up to {MAXIMUM_TLU_BIT_WIDTH}-bits",
- first_tlu_node.location,
- ]
+ if first_tlu_node is not None and max_bit_width > MAXIMUM_TLU_BIT_WIDTH:
+ assert max_bit_width_node is not None
+ offending_nodes[max_bit_width_node] = [
+ (
+ {
+ Operation.Input: f"this input is {max_bit_width}-bits",
+ Operation.Constant: f"this constant is {max_bit_width}-bits",
+ Operation.Generic: f"this operation results in {max_bit_width}-bits",
+ }[max_bit_width_node.operation]
+ ),
+ max_bit_width_node.location,
+ ]
+ offending_nodes[first_tlu_node] = [
+ f"table lookups are only supported on circuits with "
+ f"up to {MAXIMUM_TLU_BIT_WIDTH}-bits",
+ first_tlu_node.location,
+ ]
if len(offending_nodes) != 0:
raise RuntimeError(
@@ -551,7 +551,7 @@ class GraphConverter:
if {inp.is_scalar for inp in node.inputs} != {True, False}:
continue
else:
- if not node.inputs[0].is_scalar:
+ if not node.inputs[0].is_scalar: # noqa: PLR5501
continue
# for bitwise and comparison operators that can have constants
diff --git a/frontends/concrete-python/concrete/numpy/mlir/node_converter.py b/frontends/concrete-python/concrete/fhe/mlir/node_converter.py
similarity index 97%
rename from frontends/concrete-python/concrete/numpy/mlir/node_converter.py
rename to frontends/concrete-python/concrete/fhe/mlir/node_converter.py
index fb5a44be7..891a0e9cb 100644
--- a/frontends/concrete-python/concrete/numpy/mlir/node_converter.py
+++ b/frontends/concrete-python/concrete/fhe/mlir/node_converter.py
@@ -2,13 +2,15 @@
Declaration of `NodeConverter` class.
"""
-# pylint: disable=no-member,no-name-in-module,too-many-lines
+# pylint: disable=import-error,no-member,no-name-in-module
import re
from enum import IntEnum
from typing import Callable, Dict, List, Set, Tuple, cast
import numpy as np
+
+# mypy: disable-error-code=attr-defined
from concrete.lang.dialects import fhe, fhelinalg
from concrete.lang.dialects.fhe import EncryptedIntegerType
from mlir.dialects import arith, tensor
@@ -19,6 +21,7 @@ from mlir.ir import (
BoolAttr,
Context,
DenseElementsAttr,
+ DenseI64ArrayAttr,
IndexType,
IntegerAttr,
IntegerType,
@@ -33,7 +36,7 @@ from ..representation import Graph, Node, Operation
from ..values import EncryptedScalar, Value
from .utils import construct_deduplicated_tables
-# pylint: enable=no-member,no-name-in-module
+# pylint: enable=import-error,no-member,no-name-in-module
class Comparison(IntEnum):
@@ -55,8 +58,6 @@ class NodeConverter:
NodeConverter class, to convert computation graph nodes to their MLIR equivalent.
"""
- # pylint: disable=too-many-instance-attributes
-
ctx: Context
graph: Graph
node: Node
@@ -69,8 +70,6 @@ class NodeConverter:
constant_cache: Dict[Tuple[Type, Attribute], OpResult]
from_elements_operations: Dict[OpResult, List[OpResult]]
- # pylint: enable=too-many-instance-attributes
-
@staticmethod
def value_to_mlir_type(ctx: Context, value: Value) -> Type:
"""
@@ -211,8 +210,6 @@ class NodeConverter:
assert_that(self.node.converted_to_table_lookup)
return self._convert_tlu()
- # pylint: disable=no-self-use,too-many-branches,too-many-locals,too-many-statements
-
def _convert_add(self) -> OpResult:
"""
Convert "add" node to its corresponding MLIR representation.
@@ -466,11 +463,8 @@ class NodeConverter:
)
has_bias = len(self.node.inputs) == 3
- if has_bias:
- bias = self.preds[2]
- else:
- bias = None
- # input and weight
+ bias = self.preds[2] if has_bias else None
+
preds = self.preds[:2]
return fhelinalg.Conv2dOp(
resulting_type,
@@ -869,14 +863,11 @@ class NodeConverter:
while len(index) < input_value.ndim:
index.append(slice(None, None, None))
- output_type = NodeConverter.value_to_mlir_type(self.ctx, self.node.output)
-
offsets = []
sizes = []
strides = []
for indexing_element, dimension_size in zip(index, input_shape):
-
if isinstance(indexing_element, slice):
size = int(np.zeros(dimension_size)[indexing_element].shape[0])
stride = int(indexing_element.step if indexing_element.step is not None else 1)
@@ -901,17 +892,15 @@ class NodeConverter:
sizes.append(size)
strides.append(stride)
- i64_type = IntegerType.get_signless(64)
return tensor.InsertSliceOp(
- output_type,
self.preds[1],
self.preds[0],
[],
[],
[],
- ArrayAttr.get([IntegerAttr.get(i64_type, value) for value in offsets]),
- ArrayAttr.get([IntegerAttr.get(i64_type, value) for value in sizes]),
- ArrayAttr.get([IntegerAttr.get(i64_type, value) for value in strides]),
+ DenseI64ArrayAttr.get(offsets),
+ DenseI64ArrayAttr.get(sizes),
+ DenseI64ArrayAttr.get(strides),
).result
def _convert_static_indexing(self) -> OpResult:
@@ -940,7 +929,7 @@ class NodeConverter:
IndexType.parse("index"), value if value >= 0 else value + dimension_size
)
indices.append(self._create_constant(IndexType.parse("index"), attr).result)
- return tensor.ExtractOp(output_type, self.preds[0], indices).result
+ return tensor.ExtractOp(self.preds[0], indices).result
offsets = []
sizes = []
@@ -948,7 +937,6 @@ class NodeConverter:
destroyed_dimensions = []
for dimension, (indexing_element, dimension_size) in enumerate(zip(index, input_shape)):
-
if isinstance(indexing_element, slice):
size = int(np.zeros(dimension_size)[indexing_element].shape[0])
stride = int(indexing_element.step if indexing_element.step is not None else 1)
@@ -982,9 +970,9 @@ class NodeConverter:
[],
[],
[],
- ArrayAttr.get([IntegerAttr.get(i64_type, value) for value in offsets]),
- ArrayAttr.get([IntegerAttr.get(i64_type, value) for value in sizes]),
- ArrayAttr.get([IntegerAttr.get(i64_type, value) for value in strides]),
+ DenseI64ArrayAttr.get(offsets),
+ DenseI64ArrayAttr.get(sizes),
+ DenseI64ArrayAttr.get(strides),
).result
output_value = self.node.output
@@ -1005,9 +993,9 @@ class NodeConverter:
[],
[],
[],
- ArrayAttr.get([IntegerAttr.get(i64_type, value) for value in offsets]),
- ArrayAttr.get([IntegerAttr.get(i64_type, value) for value in sizes]),
- ArrayAttr.get([IntegerAttr.get(i64_type, value) for value in strides]),
+ DenseI64ArrayAttr.get(offsets),
+ DenseI64ArrayAttr.get(sizes),
+ DenseI64ArrayAttr.get(strides),
).result
reassociaton = []
@@ -1084,7 +1072,7 @@ class NodeConverter:
result = fhe.SubIntEintOp(resulting_type, *preds).result
else:
- if self.one_of_the_inputs_is_a_tensor:
+ if self.one_of_the_inputs_is_a_tensor: # noqa: PLR5501
result = fhelinalg.SubEintIntOp(resulting_type, *preds).result
else:
result = fhe.SubEintIntOp(resulting_type, *preds).result
@@ -1412,7 +1400,7 @@ class NodeConverter:
if invert_operands:
pred_nodes = list(reversed(pred_nodes))
- x_bit_width, y_bit_width = [node.properties["original_bit_width"] for node in pred_nodes]
+ x_bit_width, y_bit_width = (node.properties["original_bit_width"] for node in pred_nodes)
comparison_bit_width = max(x_bit_width, y_bit_width)
x_dtype = Integer(is_signed=x_is_signed, bit_width=x_bit_width)
@@ -1591,9 +1579,9 @@ class NodeConverter:
x_is_unsigned = not x_is_signed
y_is_unsigned = not y_is_signed
- x_bit_width, y_bit_width = [
+ x_bit_width, y_bit_width = (
node.properties["original_bit_width"] for node in self.graph.ordered_preds_of(self.node)
- ]
+ )
comparison_bit_width = max(x_bit_width, y_bit_width)
x_dtype = Integer(is_signed=x_is_signed, bit_width=x_bit_width)
@@ -1862,5 +1850,3 @@ class NodeConverter:
result.append(mapped_chunks)
return result
-
- # pylint: enable=no-self-use,too-many-branches,too-many-locals,too-many-statements
diff --git a/frontends/concrete-python/concrete/numpy/mlir/utils.py b/frontends/concrete-python/concrete/fhe/mlir/utils.py
similarity index 98%
rename from frontends/concrete-python/concrete/numpy/mlir/utils.py
rename to frontends/concrete-python/concrete/fhe/mlir/utils.py
index 5a645fbdb..9dd7dd938 100644
--- a/frontends/concrete-python/concrete/numpy/mlir/utils.py
+++ b/frontends/concrete-python/concrete/fhe/mlir/utils.py
@@ -47,7 +47,6 @@ def flood_replace_none_values(table: list):
not_none_values_idx = deque(idx for idx, value in enumerate(table) if value is not None)
while not_none_values_idx:
-
current_idx = not_none_values_idx.popleft()
current_value = table[current_idx]
@@ -96,6 +95,8 @@ def construct_table(node: Node, preds: List[Node]) -> List[Any]:
inputs: List[Any] = [pred() if pred.operation == Operation.Constant else None for pred in preds]
+ np.seterr(divide="ignore")
+
table: List[Optional[Union[np.bool_, np.integer, np.floating, np.ndarray]]] = []
for value in range(variable_input_dtype.min(), variable_input_dtype.max() + 1):
try:
@@ -106,6 +107,8 @@ def construct_table(node: Node, preds: List[Node]) -> List[Any]:
# if it fails, we append None and let flooding algoritm replace None values below
table.append(None)
+ np.seterr(divide="warn")
+
flood_replace_none_values(table)
return table
diff --git a/frontends/concrete-python/concrete/numpy/representation/__init__.py b/frontends/concrete-python/concrete/fhe/representation/__init__.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/representation/__init__.py
rename to frontends/concrete-python/concrete/fhe/representation/__init__.py
diff --git a/frontends/concrete-python/concrete/numpy/representation/evaluator.py b/frontends/concrete-python/concrete/fhe/representation/evaluator.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/representation/evaluator.py
rename to frontends/concrete-python/concrete/fhe/representation/evaluator.py
diff --git a/frontends/concrete-python/concrete/numpy/representation/graph.py b/frontends/concrete-python/concrete/fhe/representation/graph.py
similarity index 99%
rename from frontends/concrete-python/concrete/numpy/representation/graph.py
rename to frontends/concrete-python/concrete/fhe/representation/graph.py
index ef317c000..5c1555455 100644
--- a/frontends/concrete-python/concrete/numpy/representation/graph.py
+++ b/frontends/concrete-python/concrete/fhe/representation/graph.py
@@ -104,7 +104,7 @@ class Graph:
variable_input_indices = [
idx
for idx, pred in enumerate(self.ordered_preds_of(node))
- if not pred.operation == Operation.Constant
+ if pred.operation != Operation.Constant
]
for index in variable_input_indices:
@@ -223,7 +223,6 @@ class Graph:
textual representation of the `Graph`
"""
- # pylint: disable=too-many-branches,too-many-locals,too-many-statements
# ruff: noqa: ERA001
if self.is_direct:
@@ -385,8 +384,6 @@ class Graph:
return result
- # pylint: enable=too-many-branches,too-many-locals,too-many-statements
-
def measure_bounds(
self,
inputset: Union[Iterable[Any], Iterable[Tuple[Any, ...]]],
diff --git a/frontends/concrete-python/concrete/numpy/representation/node.py b/frontends/concrete-python/concrete/fhe/representation/node.py
similarity index 98%
rename from frontends/concrete-python/concrete/numpy/representation/node.py
rename to frontends/concrete-python/concrete/fhe/representation/node.py
index c8f083047..775f0408b 100644
--- a/frontends/concrete-python/concrete/numpy/representation/node.py
+++ b/frontends/concrete-python/concrete/fhe/representation/node.py
@@ -159,9 +159,9 @@ class Node:
# pylint: disable=cyclic-import,import-outside-toplevel
- import concrete.numpy as cnp
+ from concrete import fhe
- cnp_directory = os.path.dirname(cnp.__file__)
+ fhe_directory = os.path.dirname(fhe.__file__)
import concrete.onnx as coonx
@@ -173,7 +173,7 @@ class Node:
if frame.filename == "<__array_function__ internals>":
continue
- if frame.filename.startswith(cnp_directory):
+ if frame.filename.startswith(fhe_directory):
continue
if frame.filename.startswith(coonx_directory):
@@ -304,7 +304,7 @@ class Node:
elements = [format_indexing_element(element) for element in index]
return f"({predecessors[0]}[{', '.join(elements)}] = {predecessors[1]})"
- if name == "concatenate":
+ if name == "concatenate": # noqa: SIM108
args = [f"({', '.join(predecessors)})"]
else:
args = deepcopy(predecessors)
diff --git a/frontends/concrete-python/concrete/numpy/representation/operation.py b/frontends/concrete-python/concrete/fhe/representation/operation.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/representation/operation.py
rename to frontends/concrete-python/concrete/fhe/representation/operation.py
diff --git a/frontends/concrete-python/concrete/numpy/representation/utils.py b/frontends/concrete-python/concrete/fhe/representation/utils.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/representation/utils.py
rename to frontends/concrete-python/concrete/fhe/representation/utils.py
diff --git a/frontends/concrete-python/concrete/numpy/tracing/__init__.py b/frontends/concrete-python/concrete/fhe/tracing/__init__.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/tracing/__init__.py
rename to frontends/concrete-python/concrete/fhe/tracing/__init__.py
diff --git a/frontends/concrete-python/concrete/numpy/tracing/tracer.py b/frontends/concrete-python/concrete/fhe/tracing/tracer.py
similarity index 98%
rename from frontends/concrete-python/concrete/numpy/tracing/tracer.py
rename to frontends/concrete-python/concrete/fhe/tracing/tracer.py
index 49abb53b1..ea12998e7 100644
--- a/frontends/concrete-python/concrete/numpy/tracing/tracer.py
+++ b/frontends/concrete-python/concrete/fhe/tracing/tracer.py
@@ -418,7 +418,6 @@ class Tracer:
output_value.is_encrypted = any(tracer.output.is_encrypted for tracer in tracers)
if Tracer._is_direct and isinstance(output_value.dtype, Integer):
-
assert all(isinstance(tracer.output.dtype, Integer) for tracer in tracers)
dtypes = cast(List[Integer], [tracer.output.dtype for tracer in tracers])
@@ -612,8 +611,8 @@ class Tracer:
output_value.dtype = dtype.dtype
else:
message = (
- "`astype` method must be called with a concrete.numpy type "
- "for direct circuit definition (e.g., value.astype(cnp.uint4))"
+ "`astype` method must be called with an fhe type "
+ "for direct circuit definition (e.g., value.astype(fhe.uint4))"
)
raise ValueError(message)
@@ -627,8 +626,8 @@ class Tracer:
if isinstance(dtype, type) and issubclass(dtype, ScalarAnnotation):
message = (
- "`astype` method must be called with a "
- "numpy type for compilation (e.g., value.astype(np.int64))"
+ "`astype` method must be called with a numpy type "
+ "for compilation (e.g., value.astype(np.int64))"
)
raise ValueError(message)
@@ -727,7 +726,7 @@ class Tracer:
for indexing_element in index:
valid = isinstance(indexing_element, (int, np.integer, slice))
- if isinstance(indexing_element, slice):
+ if isinstance(indexing_element, slice): # noqa: SIM102
if (
not (
indexing_element.start is None
@@ -773,7 +772,7 @@ class Tracer:
for indexing_element in index:
valid = isinstance(indexing_element, (int, np.integer, slice))
- if isinstance(indexing_element, slice):
+ if isinstance(indexing_element, slice): # noqa: SIM102
if (
not (
indexing_element.start is None
diff --git a/frontends/concrete-python/concrete/numpy/tracing/typing.py b/frontends/concrete-python/concrete/fhe/tracing/typing.py
similarity index 98%
rename from frontends/concrete-python/concrete/numpy/tracing/typing.py
rename to frontends/concrete-python/concrete/fhe/tracing/typing.py
index c2bcbaac6..fff229dd7 100644
--- a/frontends/concrete-python/concrete/numpy/tracing/typing.py
+++ b/frontends/concrete-python/concrete/fhe/tracing/typing.py
@@ -8,7 +8,7 @@ from ..dtypes import Float, SignedInteger, UnsignedInteger
from ..values import Value
from .tracer import ScalarAnnotation, TensorAnnotation
-# pylint: disable=function-redefined,invalid-name,no-self-use,too-many-lines,using-constant-test
+# pylint: disable=function-redefined,invalid-name,too-many-lines,using-constant-test
# ruff: noqa
@@ -18,7 +18,6 @@ from .tracer import ScalarAnnotation, TensorAnnotation
# So, it'll think our types are `Any` and it'll stop complaining when used with numpy
if False:
-
f32 = Any
f64 = Any
@@ -1206,14 +1205,14 @@ class tensor(TensorAnnotation): # type: ignore
annotation = item[0]
if not issubclass(annotation, ScalarAnnotation):
raise ValueError(
- f"First argument to tensor annotations should be a "
- f"concrete-numpy data type (e.g., cnp.uint4) "
+ f"First argument to tensor annotations should be "
+ f"an fhe data type (e.g., fhe.uint4) "
f"not {annotation.__name__ if hasattr(annotation, '__name__') else str(annotation)}"
)
if len(item) == 1:
raise ValueError(
- "Tensor annotations should have a shape (e.g., cnp.tensor[cnp.uint4, 3, 2])"
+ "Tensor annotations should have a shape (e.g., fhe.tensor[fhe.uint4, 3, 2])"
)
shape = item[1:]
diff --git a/frontends/concrete-python/concrete/numpy/values/__init__.py b/frontends/concrete-python/concrete/fhe/values/__init__.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/values/__init__.py
rename to frontends/concrete-python/concrete/fhe/values/__init__.py
diff --git a/frontends/concrete-python/concrete/numpy/values/scalar.py b/frontends/concrete-python/concrete/fhe/values/scalar.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/values/scalar.py
rename to frontends/concrete-python/concrete/fhe/values/scalar.py
diff --git a/frontends/concrete-python/concrete/numpy/values/tensor.py b/frontends/concrete-python/concrete/fhe/values/tensor.py
similarity index 100%
rename from frontends/concrete-python/concrete/numpy/values/tensor.py
rename to frontends/concrete-python/concrete/fhe/values/tensor.py
diff --git a/frontends/concrete-python/concrete/numpy/values/value.py b/frontends/concrete-python/concrete/fhe/values/value.py
similarity index 99%
rename from frontends/concrete-python/concrete/numpy/values/value.py
rename to frontends/concrete-python/concrete/fhe/values/value.py
index 5edcaf3b5..3ddf7f340 100644
--- a/frontends/concrete-python/concrete/numpy/values/value.py
+++ b/frontends/concrete-python/concrete/fhe/values/value.py
@@ -69,7 +69,6 @@ class Value:
pass
if isinstance(value, np.ndarray):
-
if np.issubdtype(value.dtype, np.bool_):
return Value(dtype=UnsignedInteger(1), shape=value.shape, is_encrypted=is_encrypted)
diff --git a/frontends/concrete-python/concrete/onnx/convolution.py b/frontends/concrete-python/concrete/onnx/convolution.py
index e45a1aef4..85a484892 100644
--- a/frontends/concrete-python/concrete/onnx/convolution.py
+++ b/frontends/concrete-python/concrete/onnx/convolution.py
@@ -8,10 +8,10 @@ from typing import Callable, List, Optional, Tuple, Union, cast
import numpy as np
import torch
-from ..numpy.internal.utils import assert_that
-from ..numpy.representation import Node
-from ..numpy.tracing import Tracer
-from ..numpy.values import EncryptedTensor
+from ..fhe.internal.utils import assert_that
+from ..fhe.representation import Node
+from ..fhe.tracing import Tracer
+from ..fhe.values import EncryptedTensor
SUPPORTED_AUTO_PAD = {
"NOTSET",
diff --git a/frontends/concrete-python/concrete/onnx/maxpool.py b/frontends/concrete-python/concrete/onnx/maxpool.py
index eeb628ba2..86f84ce0a 100644
--- a/frontends/concrete-python/concrete/onnx/maxpool.py
+++ b/frontends/concrete-python/concrete/onnx/maxpool.py
@@ -7,10 +7,10 @@ from typing import List, Optional, Tuple, Union
import numpy as np
import torch
-from ..numpy.internal.utils import assert_that
-from ..numpy.representation import Node
-from ..numpy.tracing import Tracer
-from ..numpy.values import Value
+from ..fhe.internal.utils import assert_that
+from ..fhe.representation import Node
+from ..fhe.tracing import Tracer
+from ..fhe.values import Value
# pylint: disable=too-many-branches,too-many-statements
diff --git a/frontends/concrete-python/docker/Dockerfile.dev b/frontends/concrete-python/docker/Dockerfile.dev
deleted file mode 100644
index abbe68978..000000000
--- a/frontends/concrete-python/docker/Dockerfile.dev
+++ /dev/null
@@ -1,53 +0,0 @@
-FROM ubuntu:22.04
-
-ENV TZ=Europe/Paris
-RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone
-
-# Replace default archive.ubuntu.com with fr mirror
-# original archive showed performance issues and is farther away
-RUN sed -i 's|^deb http://archive|deb http://fr.archive|g' /etc/apt/sources.list
-
-COPY ./script/make_utils/setup_os_deps.sh ./setup_os_deps.sh
-RUN ./setup_os_deps.sh --linux-install-python && rm ./setup_os_deps.sh
-
-ENV SRC_DIR=/src
-
-# Default to Ubuntu default uid for first user
-ARG BUILD_GID=1000
-ARG BUILD_UID=1000
-
-# Get sudo for our future user
-RUN apt-get update && \
- apt-get install --no-install-recommends -y sudo && \
- rm -rf /var/lib/apt/lists/*
-
-# From https://dev.to/emmanuelnk/using-sudo-without-password-prompt-as-non-root-docker-user-52bg
-# Create dev_user and add it to relevant groups
-# Create /src and make the dev user own it
-# Ensure sudo group users are not asked for a password when using
-# sudo command by ammending sudoers file
-RUN groupadd -g "${BUILD_GID}" dev_user && \
- adduser --disabled-password \
- --uid "${BUILD_UID}" --gid "${BUILD_GID}" --shell /bin/bash --gecos "" dev_user && \
- usermod -aG sudo dev_user && \
- mkdir -p "${SRC_DIR}" && \
- chown dev_user "${SRC_DIR}" && \
- echo '%sudo ALL=(ALL) NOPASSWD:ALL' >> /etc/sudoers
-
-# Now switch to the newly created user
-USER dev_user
-
-RUN echo "source ~/dev_venv/bin/activate" >> ~/.bashrc && \
- echo "if [[ \"\$?\" != \"0\" ]]; then" >> ~/.bashrc && \
- echo " python3 -m venv ~/dev_venv" >> ~/.bashrc && \
- echo " source ~/dev_venv/bin/activate" >> ~/.bashrc && \
- echo " cd ${SRC_DIR}/ && make setup_env" >> ~/.bashrc && \
- echo "fi" >> ~/.bashrc && \
- echo "export MPLBACKEND=TkAgg" >> ~/.bashrc && \
- touch ~/.sudo_as_admin_successful && \
- mkdir -p ~/dev_venv && \
- mkdir -p ~/.cache
-
-WORKDIR ${SRC_DIR}
-
-CMD ["/bin/bash"]
diff --git a/frontends/concrete-python/docker/Dockerfile.dev.dockerignore b/frontends/concrete-python/docker/Dockerfile.dev.dockerignore
deleted file mode 100644
index 69f299d0e..000000000
--- a/frontends/concrete-python/docker/Dockerfile.dev.dockerignore
+++ /dev/null
@@ -1 +0,0 @@
-!script/make_utils/setup_os_deps.sh
diff --git a/frontends/concrete-python/docker/Dockerfile.release b/frontends/concrete-python/docker/Dockerfile.release
deleted file mode 100644
index 4284bb0ce..000000000
--- a/frontends/concrete-python/docker/Dockerfile.release
+++ /dev/null
@@ -1,36 +0,0 @@
-FROM ubuntu:22.04
-
-ENV TZ=Europe/Paris
-RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone
-
-# Replace default archive.ubuntu.com with fr mirror
-# original archive showed performance issues and is farther away
-RUN sed -i 's|^deb http://archive|deb http://fr.archive|g' /etc/apt/sources.list
-
-RUN mkdir /pkg && mkdir /app
-WORKDIR /pkg
-COPY docker/release_resources/release_requirements.txt .
-COPY ./pkg/*.whl .
-
-RUN apt-get update && apt-get upgrade --no-install-recommends -y && \
- apt-get install --no-install-recommends -y \
- build-essential \
- python3-pip \
- python3 \
- python3-dev \
- python3-tk \
- python-is-python3 && \
- rm -rf /var/lib/apt/lists/* && \
- python3 -m pip install --no-cache-dir --upgrade pip wheel setuptools && \
- echo "export MPLBACKEND=TkAgg" >> /root/.bashrc && \
- python3 -m pip install --no-cache-dir "$(ls ./*.whl)" && \
- python3 -m pip install --no-cache-dir -r release_requirements.txt
-
-WORKDIR /app
-COPY docker/release_resources/entry_point.sh ./entry_point.sh
-RUN mkdir /data
-
-WORKDIR /data
-VOLUME [ "/data" ]
-
-CMD ["/bin/bash", "-i", "/app/entry_point.sh"]
diff --git a/frontends/concrete-python/docker/Dockerfile.release.dockerignore b/frontends/concrete-python/docker/Dockerfile.release.dockerignore
deleted file mode 100644
index 4be3fd759..000000000
--- a/frontends/concrete-python/docker/Dockerfile.release.dockerignore
+++ /dev/null
@@ -1,6 +0,0 @@
-# Not our sources
-!docker/release_resources/entry_point.sh
-!docker/release_resources/release_requirements.txt
-
-!pkg/
-!pkg/**
diff --git a/frontends/concrete-python/docker/build_release_image.sh b/frontends/concrete-python/docker/build_release_image.sh
deleted file mode 100755
index 558f15aae..000000000
--- a/frontends/concrete-python/docker/build_release_image.sh
+++ /dev/null
@@ -1,5 +0,0 @@
-#!/usr/bin/env bash
-
-CURR_DIR=$(dirname "$0")
-DOCKER_BUILDKIT=1 docker build --pull --no-cache -f "$CURR_DIR/Dockerfile.release" \
--t concrete-numpy-release "$CURR_DIR/.."
diff --git a/frontends/concrete-python/docker/release_resources/entry_point.sh b/frontends/concrete-python/docker/release_resources/entry_point.sh
deleted file mode 100755
index 33d5beffb..000000000
--- a/frontends/concrete-python/docker/release_resources/entry_point.sh
+++ /dev/null
@@ -1,3 +0,0 @@
-#!/bin/bash
-
-python3 -m jupyter notebook --ip=0.0.0.0 --allow-root --no-browser
diff --git a/frontends/concrete-python/docker/release_resources/release_requirements.txt b/frontends/concrete-python/docker/release_resources/release_requirements.txt
deleted file mode 100644
index 1a74d417f..000000000
--- a/frontends/concrete-python/docker/release_resources/release_requirements.txt
+++ /dev/null
@@ -1 +0,0 @@
-jupyter~=1.0.0
diff --git a/frontends/concrete-python/docker/release_resources/sanity_check.py b/frontends/concrete-python/docker/release_resources/sanity_check.py
deleted file mode 100644
index 676c34e6c..000000000
--- a/frontends/concrete-python/docker/release_resources/sanity_check.py
+++ /dev/null
@@ -1,41 +0,0 @@
-import random
-
-import concrete.numpy as cnp
-
-
-def main():
- def function_to_compile(x):
- return x + 42
-
- n_bits = 3
-
- compiler = cnp.Compiler(
- function_to_compile,
- {"x": "encrypted"},
- )
-
- print("Compiling...")
-
- engine = compiler.compile(range(2 ** n_bits))
-
- inputs = []
- labels = []
- for _ in range(4):
- sample_x = random.randint(0, 2 ** n_bits - 1)
-
- inputs.append([sample_x])
- labels.append(function_to_compile(*inputs[-1]))
-
- correct = 0
- for idx, (input_i, label_i) in enumerate(zip(inputs, labels), 1):
- print(f"Inference #{idx}")
- result_i = engine.encrypt_run_decrypt(*input_i)
-
- if result_i == label_i:
- correct += 1
-
- print(f"{correct}/{len(inputs)}")
-
-
-if __name__ == "__main__":
- main()
diff --git a/frontends/concrete-python/docs/getting-started/installing.md b/frontends/concrete-python/docs/getting-started/installing.md
index 85adbf5f3..8779f9d4e 100644
--- a/frontends/concrete-python/docs/getting-started/installing.md
+++ b/frontends/concrete-python/docs/getting-started/installing.md
@@ -1,40 +1,40 @@
# Installation
-**Concrete-Numpy** is natively supported on Linux and macOS for Python 3.8 and 3.9, but if you have Docker support in your platform, you can use the docker image to use **Concrete-Numpy**.
+**Concrete Python** is natively supported on Linux and macOS for Python 3.8 onwards.
## Using PyPI
-You can install **Concrete-Numpy** from PyPI:
+You can install **Concrete Python** from PyPI:
```shell
pip install -U pip wheel setuptools
-pip install concrete-numpy
+pip install concrete-python
```
{% hint style="warning" %}
-Apple silicon users must use docker installation (explained below) as there is no ARM version of some of our dependencies for the time being.
+Apple Silicon is not supported for the time being. We're working on bringing support for it, which should arrive soon.
{% endhint %}
## Using Docker
-You can also get the **Concrete-Numpy** docker image:
+You can also get the **Concrete Python** docker image:
```shell
-docker pull zamafhe/concrete-numpy:v1.0.0
+docker pull zamafhe/concrete-python:v1.0.0
```
### Starting a Jupyter server.
-By default, the entry point of the **Concrete-Numpy** docker image is a jupyter server that you can access from your browser:
+By default, the entry point of the **Concrete Python** docker image is a jupyter server that you can access from your browser:
```shell
-docker run --rm -it -p 8888:8888 zamafhe/concrete-numpy:v1.0.0
+docker run --rm -it -p 8888:8888 zamafhe/concrete-python:v1.0.0
```
To save notebooks on host, you can use a local volume:
```shell
-docker run --rm -it -p 8888:8888 -v /path/to/notebooks:/data zamafhe/concrete-numpy:v1.0.0
+docker run --rm -it -p 8888:8888 -v /path/to/notebooks:/data zamafhe/concrete-python:v1.0.0
```
### Starting a Bash session.
@@ -42,5 +42,5 @@ docker run --rm -it -p 8888:8888 -v /path/to/notebooks:/data zamafhe/concrete-nu
Alternatively, you can launch a Bash session:
```shell
-docker run --rm -it zamafhe/concrete-numpy:latest /bin/bash
+docker run --rm -it zamafhe/concrete-python:v1.0.0 /bin/bash
```
diff --git a/frontends/concrete-python/docs/howto/deploy.md b/frontends/concrete-python/docs/howto/deploy.md
index 1643cc994..e7cae7e5f 100644
--- a/frontends/concrete-python/docs/howto/deploy.md
+++ b/frontends/concrete-python/docs/howto/deploy.md
@@ -55,7 +55,7 @@ After getting the serialized `ClientSpecs` from a server, you can create the cli
```python
-client_specs = cnp.ClientSpecs.unserialize(serialized_client_specs)
+client_specs = cnp.ClientSpecs.deserialize(serialized_client_specs)
client = cnp.Client(client_specs)
```
@@ -96,19 +96,19 @@ The only thing left to do is to send serialized args to the server.
## Performing computation (on the server)
-Upon having the serialized evaluation keys and serialized arguments, you can unserialize them like so:
+Upon having the serialized evaluation keys and serialized arguments, you can deserialize them like so:
```python
-unserialized_evaluation_keys = cnp.EvaluationKeys.unserialize(serialized_evaluation_keys)
-unserialized_args = server.client_specs.unserialize_public_args(serialized_args)
+deserialized_evaluation_keys = cnp.EvaluationKeys.deserialize(serialized_evaluation_keys)
+deserialized_args = server.client_specs.deserialize_public_args(serialized_args)
```
And you can perform the computation as well:
```python
-public_result = server.run(unserialized_args, unserialized_evaluation_keys)
+public_result = server.run(deserialized_args, deserialized_evaluation_keys)
serialized_public_result: bytes = public_result.serialize()
```
@@ -116,17 +116,17 @@ Finally, you can send the serialized public result back to the client, so they c
## Decrypting the result (on the client)
-Once you have received the public result of the computation from the server, you can unserialize it:
+Once you have received the public result of the computation from the server, you can deserialize it:
```python
-unserialized_public_result = client.specs.unserialize_public_result(serialized_public_result)
+deserialized_public_result = client.specs.deserialize_public_result(serialized_public_result)
```
Finally, you can decrypt the result like so:
```python
-result = client.decrypt(unserialized_public_result)
+result = client.decrypt(deserialized_public_result)
assert result == 49
```
diff --git a/frontends/concrete-python/examples/key-value-database/dynamic-size.py b/frontends/concrete-python/examples/key-value-database/dynamic-size.py
index 67e550523..da5c3f516 100644
--- a/frontends/concrete-python/examples/key-value-database/dynamic-size.py
+++ b/frontends/concrete-python/examples/key-value-database/dynamic-size.py
@@ -1,8 +1,8 @@
import time
-import concrete.numpy as cnp
import numpy as np
+from concrete import fhe
CHUNK_SIZE = 4
@@ -18,74 +18,81 @@ NUMBER_OF_VALUE_CHUNKS = VALUE_SIZE // CHUNK_SIZE
def encode(number, width):
binary_repr = np.binary_repr(number, width=width)
- blocks = [binary_repr[i:i+CHUNK_SIZE] for i in range(0, len(binary_repr), CHUNK_SIZE)]
+ blocks = [binary_repr[i : (i + CHUNK_SIZE)] for i in range(0, len(binary_repr), CHUNK_SIZE)]
return np.array([int(block, 2) for block in blocks])
+
def encode_key(number):
return encode(number, width=KEY_SIZE)
+
def encode_value(number):
return encode(number, width=VALUE_SIZE)
+
def decode(encoded_number):
result = 0
for i in range(len(encoded_number)):
- result += 2**(CHUNK_SIZE*i) * encoded_number[(len(encoded_number) - i) - 1]
+ result += 2 ** (CHUNK_SIZE * i) * encoded_number[(len(encoded_number) - i) - 1]
return result
-keep_if_match_lut = cnp.LookupTable([0 for _ in range(16)] + [i for i in range(16)])
-keep_if_no_match_lut = cnp.LookupTable([i for i in range(16)] + [0 for _ in range(16)])
+keep_if_match_lut = fhe.LookupTable([0 for _ in range(16)] + [i for i in range(16)])
+keep_if_no_match_lut = fhe.LookupTable([i for i in range(16)] + [0 for _ in range(16)])
+
def _replace_impl(key, value, candidate_key, candidate_value):
match = np.sum((candidate_key - key) == 0) == NUMBER_OF_KEY_CHUNKS
- packed_match_and_value = (2 ** CHUNK_SIZE) * match + value
+ packed_match_and_value = (2**CHUNK_SIZE) * match + value
value_if_match_else_zeros = keep_if_match_lut[packed_match_and_value]
- packed_match_and_candidate_value = (2 ** CHUNK_SIZE) * match + candidate_value
+ packed_match_and_candidate_value = (2**CHUNK_SIZE) * match + candidate_value
zeros_if_match_else_candidate_value = keep_if_no_match_lut[packed_match_and_candidate_value]
return value_if_match_else_zeros + zeros_if_match_else_candidate_value
+
def _query_impl(key, candidate_key, candidate_value):
match = np.sum((candidate_key - key) == 0) == NUMBER_OF_KEY_CHUNKS
- packed_match_and_candidate_value = (2 ** CHUNK_SIZE) * match + candidate_value
+ packed_match_and_candidate_value = (2**CHUNK_SIZE) * match + candidate_value
candidate_value_if_match_else_zeros = keep_if_match_lut[packed_match_and_candidate_value]
- return cnp.array([match, *candidate_value_if_match_else_zeros])
+ return fhe.array([match, *candidate_value_if_match_else_zeros])
class KeyValueDatabase:
-
_state: list[np.ndarray]
- _replace_circuit: cnp.Circuit
- _query_circuit: cnp.Circuit
+ _replace_circuit: fhe.Circuit
+ _query_circuit: fhe.Circuit
def __init__(self):
self._state = []
- configuration = cnp.Configuration(
+ configuration = fhe.Configuration(
enable_unsafe_features=True,
use_insecure_key_cache=True,
insecure_key_cache_location=".keys",
)
- replace_compiler = cnp.Compiler(
+ replace_compiler = fhe.Compiler(
_replace_impl,
{
- "key": "encrypted", "value": "encrypted",
- "candidate_key": "encrypted", "candidate_value": "encrypted",
- }
+ "key": "encrypted",
+ "value": "encrypted",
+ "candidate_key": "encrypted",
+ "candidate_value": "encrypted",
+ },
)
- query_compiler = cnp.Compiler(
+ query_compiler = fhe.Compiler(
_query_impl,
{
"key": "encrypted",
- "candidate_key": "encrypted", "candidate_value": "encrypted",
- }
+ "candidate_key": "encrypted",
+ "candidate_value": "encrypted",
+ },
)
replace_inputset = [
@@ -111,6 +118,8 @@ class KeyValueDatabase:
)
]
+ print()
+
print("Compiling replacement circuit...")
start = time.time()
self._replace_circuit = replace_compiler.compile(replace_inputset, configuration)
@@ -143,7 +152,7 @@ class KeyValueDatabase:
def insert(self, key, value):
print()
- print(f"Inserting...")
+ print("Inserting...")
start = time.time()
self._state.append([encode_key(key), encode_value(value)])
@@ -153,7 +162,7 @@ class KeyValueDatabase:
def replace(self, key, value):
print()
- print(f"Replacing...")
+ print("Replacing...")
start = time.time()
encoded_key = encode_key(key)
@@ -167,7 +176,7 @@ class KeyValueDatabase:
def query(self, key):
print()
- print(f"Querying...")
+ print("Querying...")
start = time.time()
encoded_key = encode_key(key)
@@ -178,7 +187,8 @@ class KeyValueDatabase:
match_count = accumulation[0]
if match_count > 1:
- raise RuntimeError("Key inserted multiple times")
+ message = "Key inserted multiple times"
+ raise RuntimeError(message)
result = decode(accumulation[1:]) if match_count == 1 else None
@@ -211,10 +221,10 @@ assert db.query(3) == 5
# Define lower/upper bounds for the key
minimum_key = 0
-maximum_key = 2 ** KEY_SIZE - 1
+maximum_key = 2**KEY_SIZE - 1
# Define lower/upper bounds for the value
minimum_value = 0
-maximum_value = 2 ** VALUE_SIZE - 1
+maximum_value = 2**VALUE_SIZE - 1
# Test: Insert/Replace/Query Bounds
diff --git a/frontends/concrete-python/examples/key-value-database/static-size.py b/frontends/concrete-python/examples/key-value-database/static-size.py
index 30e693ebf..434fcd627 100644
--- a/frontends/concrete-python/examples/key-value-database/static-size.py
+++ b/frontends/concrete-python/examples/key-value-database/static-size.py
@@ -1,8 +1,8 @@
import time
-import concrete.numpy as cnp
import numpy as np
+from concrete import fhe
NUMBER_OF_ENTRIES = 5
CHUNK_SIZE = 4
@@ -23,48 +23,52 @@ KEY = slice(1, 1 + NUMBER_OF_KEY_CHUNKS)
VALUE = slice(1 + NUMBER_OF_KEY_CHUNKS, None)
-def encode(number: int, width: int) -> np.array:
+def encode(number: int, width: int) -> np.ndarray:
binary_repr = np.binary_repr(number, width=width)
- blocks = [binary_repr[i:i+CHUNK_SIZE] for i in range(0, len(binary_repr), CHUNK_SIZE)]
+ blocks = [binary_repr[i : (i + CHUNK_SIZE)] for i in range(0, len(binary_repr), CHUNK_SIZE)]
return np.array([int(block, 2) for block in blocks])
-def encode_key(number: int) -> np.array:
+
+def encode_key(number: int) -> np.ndarray:
return encode(number, width=KEY_SIZE)
-def encode_value(number: int) -> np.array:
+
+def encode_value(number: int) -> np.ndarray:
return encode(number, width=VALUE_SIZE)
-def decode(encoded_number: np.array) -> int:
+
+def decode(encoded_number: np.ndarray) -> int:
result = 0
for i in range(len(encoded_number)):
- result += 2**(CHUNK_SIZE*i) * encoded_number[(len(encoded_number) - i) - 1]
+ result += 2 ** (CHUNK_SIZE * i) * encoded_number[(len(encoded_number) - i) - 1]
return result
-keep_selected_lut = cnp.LookupTable([0 for _ in range(16)] + [i for i in range(16)])
+keep_selected_lut = fhe.LookupTable([0 for _ in range(16)] + [i for i in range(16)])
+
def _insert_impl(state, key, value):
flags = state[:, FLAG]
- selection = cnp.zeros(NUMBER_OF_ENTRIES)
+ selection = fhe.zeros(NUMBER_OF_ENTRIES)
- found = cnp.zero()
+ found = fhe.zero()
for i in range(NUMBER_OF_ENTRIES):
packed_flag_and_already_found = (found * 2) + flags[i]
- is_selected = (packed_flag_and_already_found == 0)
+ is_selected = packed_flag_and_already_found == 0
selection[i] = is_selected
found += is_selected
- state_update = cnp.zeros(STATE_SHAPE)
+ state_update = fhe.zeros(STATE_SHAPE)
state_update[:, FLAG] = selection
selection = selection.reshape((-1, 1))
- packed_selection_and_key = (selection * (2 ** CHUNK_SIZE)) + key
+ packed_selection_and_key = (selection * (2**CHUNK_SIZE)) + key
key_update = keep_selected_lut[packed_selection_and_key]
- packed_selection_and_value = selection * (2 ** CHUNK_SIZE) + value
+ packed_selection_and_value = selection * (2**CHUNK_SIZE) + value
value_update = keep_selected_lut[packed_selection_and_value]
state_update[:, KEY] = key_update
@@ -73,19 +77,20 @@ def _insert_impl(state, key, value):
new_state = state + state_update
return new_state
+
def _replace_impl(state, key, value):
flags = state[:, FLAG]
keys = state[:, KEY]
values = state[:, VALUE]
- equal_rows = (np.sum((keys - key) == 0, axis=1) == NUMBER_OF_KEY_CHUNKS)
+ equal_rows = np.sum((keys - key) == 0, axis=1) == NUMBER_OF_KEY_CHUNKS
selection = (flags * 2 + equal_rows == 3).reshape((-1, 1))
- packed_selection_and_value = selection * (2 ** CHUNK_SIZE) + value
+ packed_selection_and_value = selection * (2**CHUNK_SIZE) + value
set_value = keep_selected_lut[packed_selection_and_value]
inverse_selection = 1 - selection
- packed_inverse_selection_and_values = inverse_selection * (2 ** CHUNK_SIZE) + values
+ packed_inverse_selection_and_values = inverse_selection * (2**CHUNK_SIZE) + values
kept_values = keep_selected_lut[packed_inverse_selection_and_values]
new_values = kept_values + set_value
@@ -93,6 +98,7 @@ def _replace_impl(state, key, value):
return state
+
def _query_impl(state, key):
keys = state[:, KEY]
values = state[:, VALUE]
@@ -100,20 +106,19 @@ def _query_impl(state, key):
selection = (np.sum((keys - key) == 0, axis=1) == NUMBER_OF_KEY_CHUNKS).reshape((-1, 1))
found = np.sum(selection)
- packed_selection_and_values = selection * (2 ** CHUNK_SIZE) + values
+ packed_selection_and_values = selection * (2**CHUNK_SIZE) + values
value_selection = keep_selected_lut[packed_selection_and_values]
value = np.sum(value_selection, axis=0)
- return cnp.array([found, *value])
+ return fhe.array([found, *value])
class KeyValueDatabase:
-
_state: np.ndarray
- _insert_circuit: cnp.Circuit
- _replace_circuit: cnp.Circuit
- _query_circuit: cnp.Circuit
+ _insert_circuit: fhe.Circuit
+ _replace_circuit: fhe.Circuit
+ _query_circuit: fhe.Circuit
def __init__(self):
self._state = np.zeros(STATE_SHAPE, dtype=np.int64)
@@ -137,24 +142,19 @@ class KeyValueDatabase:
)
]
- configuration = cnp.Configuration(
+ configuration = fhe.Configuration(
enable_unsafe_features=True,
use_insecure_key_cache=True,
insecure_key_cache_location=".keys",
)
- insert_compiler = cnp.Compiler(
- _insert_impl,
- {"state": "encrypted", "key": "encrypted", "value": "encrypted"}
+ insert_compiler = fhe.Compiler(
+ _insert_impl, {"state": "encrypted", "key": "encrypted", "value": "encrypted"}
)
- replace_compiler = cnp.Compiler(
- _replace_impl,
- {"state": "encrypted", "key": "encrypted", "value": "encrypted"}
- )
- query_compiler = cnp.Compiler(
- _query_impl,
- {"state": "encrypted", "key": "encrypted"}
+ replace_compiler = fhe.Compiler(
+ _replace_impl, {"state": "encrypted", "key": "encrypted", "value": "encrypted"}
)
+ query_compiler = fhe.Compiler(_query_impl, {"state": "encrypted", "key": "encrypted"})
print()
@@ -206,7 +206,7 @@ class KeyValueDatabase:
def insert(self, key, value):
print()
- print(f"Inserting...")
+ print("Inserting...")
start = time.time()
self._state = self._insert_circuit.encrypt_run_decrypt(
self._state, encode_key(key), encode_value(value)
@@ -216,7 +216,7 @@ class KeyValueDatabase:
def replace(self, key, value):
print()
- print(f"Replacing...")
+ print("Replacing...")
start = time.time()
self._state = self._replace_circuit.encrypt_run_decrypt(
self._state, encode_key(key), encode_value(value)
@@ -226,11 +226,9 @@ class KeyValueDatabase:
def query(self, key):
print()
- print(f"Querying...")
+ print("Querying...")
start = time.time()
- result = self._query_circuit.encrypt_run_decrypt(
- self._state, encode_key(key)
- )
+ result = self._query_circuit.encrypt_run_decrypt(self._state, encode_key(key))
end = time.time()
print(f"(took {end - start:.3f} seconds)")
@@ -263,10 +261,10 @@ assert db.query(3) == 5
# Define lower/upper bounds for the key
minimum_key = 1
-maximum_key = 2 ** KEY_SIZE - 1
+maximum_key = 2**KEY_SIZE - 1
# Define lower/upper bounds for the value
minimum_value = 1
-maximum_value = 2 ** VALUE_SIZE - 1
+maximum_value = 2**VALUE_SIZE - 1
# Test: Insert/Replace/Query Bounds
diff --git a/frontends/concrete-python/poetry.lock b/frontends/concrete-python/poetry.lock
deleted file mode 100644
index 35c7b3fab..000000000
--- a/frontends/concrete-python/poetry.lock
+++ /dev/null
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diff --git a/frontends/concrete-python/poetry.toml b/frontends/concrete-python/poetry.toml
deleted file mode 100644
index ab1033bd3..000000000
--- a/frontends/concrete-python/poetry.toml
+++ /dev/null
@@ -1,2 +0,0 @@
-[virtualenvs]
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diff --git a/frontends/concrete-python/pyproject.toml b/frontends/concrete-python/pyproject.toml
deleted file mode 100644
index 091f15e97..000000000
--- a/frontends/concrete-python/pyproject.toml
+++ /dev/null
@@ -1,118 +0,0 @@
-[tool.poetry]
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\n