rocm_jax/jax/core.py

# Copyright 2022 The JAX Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

# Note: import <name> as <name> is required for names to be exported.
# See PEP 484 & https://github.com/jax-ml/jax/issues/7570

from jax._src.core import (
  AbstractToken as AbstractToken,
  AbstractValue as AbstractValue,
  Atom as Atom,
  AxisSize as AxisSize,
  CallPrimitive as CallPrimitive,
  ClosedJaxpr as ClosedJaxpr,
  ConcreteArray as ConcreteArray,
  ConcretizationTypeError as ConcretizationTypeError,
  DShapedArray as DShapedArray,
  DropVar as DropVar,
  Effect as Effect,
  Effects as Effects,
  EvalTrace as EvalTrace,
  get_opaque_trace_state as get_opaque_trace_state,
  InDBIdx as InDBIdx,
  InconclusiveDimensionOperation as InconclusiveDimensionOperation,
  InputType as InputType,
  Jaxpr as Jaxpr,
  JaxprDebugInfo as JaxprDebugInfo,
  JaxprEqn as JaxprEqn,
  JaxprPpContext as JaxprPpContext,
  JaxprPpSettings as JaxprPpSettings,
  JaxprTypeError as JaxprTypeError,
  Literal as Literal,
  MainTrace as MainTrace,
  MapPrimitive as MapPrimitive,
  nonempty_axis_env as nonempty_axis_env_DO_NOT_USE,
  OpaqueTraceState as OpaqueTraceState,
  NameGatheringSubst as NameGatheringSubst,
  OutDBIdx as OutDBIdx,
  OutputType as OutputType,
  ParamDict as ParamDict,
  Primitive as Primitive,
  ShapedArray as ShapedArray,
  Sublevel as Sublevel,
  TRACER_LEAK_DEBUGGER_WARNING as TRACER_LEAK_DEBUGGER_WARNING,
  ThreadLocalState as ThreadLocalState,
  Token as Token,
  Trace as Trace,
  TraceStack as TraceStack,
  TraceState as TraceState,
  Tracer as Tracer,
  unsafe_am_i_under_a_jit as unsafe_am_i_under_a_jit_DO_NOT_USE,
  unsafe_am_i_under_a_vmap as unsafe_am_i_under_a_vmap_DO_NOT_USE,
  unsafe_get_axis_names as unsafe_get_axis_names_DO_NOT_USE,
  UnshapedArray as UnshapedArray,
  Value as Value,
  Var as Var,
  abstract_token as abstract_token,
  apply_todos as apply_todos,
  aval_mapping_handlers as aval_mapping_handlers,
  axis_frame as axis_frame,
  call as call,
  call_bind_with_continuation as call_bind_with_continuation,
  call_impl as call_impl,
  call_p as call_p,
  check_jaxpr as check_jaxpr,
  closed_call_p as closed_call_p,
  concrete_aval as concrete_aval,
  concrete_or_error as concrete_or_error,
  concretization_function_error as concretization_function_error,
  cur_sublevel as cur_sublevel,
  custom_typechecks as custom_typechecks,
  dedup_referents as dedup_referents,
  do_subst_axis_names_jaxpr as do_subst_axis_names_jaxpr,
  ensure_compile_time_eval as ensure_compile_time_eval,
  escaped_tracer_error as escaped_tracer_error,
  eval_context as eval_context,
  eval_jaxpr as eval_jaxpr,
  extend_axis_env as extend_axis_env,
  extend_axis_env_nd as extend_axis_env_nd,
  find_top_trace as find_top_trace,
  full_lower as full_lower,
  gensym as gensym,
  get_aval as get_aval,
  get_type as get_type,
  get_referent as get_referent,
  is_constant_dim as is_constant_dim,
  is_constant_shape as is_constant_shape,
  jaxpr_as_fun as jaxpr_as_fun,
  jaxpr_uses_outfeed as jaxpr_uses_outfeed,
  jaxprs_in_params as jaxprs_in_params,
  join_effects as join_effects,
  lattice_join as lattice_join,
  leaked_tracer_error as leaked_tracer_error,
  literalable_types as literalable_types,
  map_bind as map_bind,
  map_bind_with_continuation as map_bind_with_continuation,
  mapped_aval as mapped_aval,
  maybe_find_leaked_tracers as maybe_find_leaked_tracers,
  max_dim as max_dim,
  min_dim as min_dim,
  new_base_main as new_base_main,
  new_jaxpr_eqn as new_jaxpr_eqn,
  new_main as new_main,
  new_sublevel as new_sublevel,
  no_axis_name as no_axis_name,
  no_effects as no_effects,
  outfeed_primitives as outfeed_primitives,
  primal_dtype_to_tangent_dtype as primal_dtype_to_tangent_dtype,
  primitive_uses_outfeed as primitive_uses_outfeed,
  process_env_traces_call as process_env_traces_call,
  process_env_traces_map as process_env_traces_map,
  pytype_aval_mappings as pytype_aval_mappings,
  raise_as_much_as_possible as raise_as_much_as_possible,
  raise_to_shaped as raise_to_shaped,
  raise_to_shaped_mappings as raise_to_shaped_mappings,
  reset_trace_state as reset_trace_state,
  stash_axis_env as stash_axis_env,
  str_eqn_compact as str_eqn_compact,
  subjaxprs as subjaxprs,
  subst_axis_names as subst_axis_names,
  subst_axis_names_eqn as subst_axis_names_eqn,
  subst_axis_names_jaxpr as subst_axis_names_jaxpr,
  subst_axis_names_var as subst_axis_names_var,
  substitute_vars_in_output_ty as substitute_vars_in_output_ty,
  thread_local_state as thread_local_state,
  trace_state_clean as trace_state_clean,
  traverse_jaxpr_params as traverse_jaxpr_params,
  typecheck as typecheck,
  typecompat as typecompat,
  typematch as typematch,
  unmapped_aval as unmapped_aval,
  used_axis_names as used_axis_names,
  used_axis_names_jaxpr as used_axis_names_jaxpr,
  valid_jaxtype as valid_jaxtype,
)


from jax._src import core as _src_core
_deprecations = {
    # Added 2024-08-14
    "check_eqn": ("jax.core.check_eqn is deprecated.", _src_core.check_eqn),
    "check_type": ("jax.core.check_type is deprecated.", _src_core.check_type),
    "check_valid_jaxtype": (
      ("jax.core.check_valid_jaxtype is deprecated. Instead, you can manually"
       " raise an error if core.valid_jaxtype() returns False."),
      _src_core.check_valid_jaxtype),
    # Finalized 2024-09-25; remove after 2024-12-25
    "pp_aval": ("jax.core.pp_aval was removed in JAX v0.4.34.", None),
    "pp_eqn": ("jax.core.pp_eqn was removed in JAX v0.4.34.", None),
    "pp_eqn_rules": ("jax.core.pp_eqn_rules was removed in JAX v0.4.34.", None),
    "pp_eqns": ("jax.core.pp_eqns was removed in JAX v0.4.34.", None),
    "pp_jaxpr": ("jax.core.pp_jaxpr was removed in JAX v0.4.34.", None),
    "pp_jaxpr_eqn_range": ("jax.core.pp_jaxpr_eqn_range was removed in JAX v0.4.34.", None),
    "pp_jaxpr_skeleton": ("jax.core.pp_jaxpr_skeleton was removed in JAX v0.4.34.", None),
    "pp_jaxprs": ("jax.core.pp_jaxprs was removed in JAX v0.4.34.", None),
    "pp_kv_pair": ("jax.core.pp_kv_pair was removed in JAX v0.4.34.", None),
    "pp_kv_pairs": ("jax.core.pp_kv_pairs was removed in JAX v0.4.34.", None),
    "pp_var": ("jax.core.pp_var was removed in JAX v0.4.34.", None),
    "pp_vars": ("jax.core.pp_vars was removed in JAX v0.4.34.", None),
    # Finalized 2024-05-13; remove after 2024-08-13
    "DimSize": (
        "jax.core.DimSize is deprecated. Use DimSize = int | Any.",
        None,
    ),
    "Shape": (
        "jax.core.Shape is deprecated. Use Shape = Sequence[int | Any].",
        None,
    ),
    # Finalized 2024-06-24; remove after 2024-09-24
    "canonicalize_shape": (
      "jax.core.canonicalize_shape is deprecated.", None,
    ),
    "dimension_as_value": (
      "jax.core.dimension_as_value is deprecated. Use jnp.array.", None,
    ),
    "definitely_equal": (
      "jax.core.definitely_equal is deprecated. Use ==.", None,
    ),
    "symbolic_equal_dim": (
      "jax.core.symbolic_equal_dim is deprecated. Use ==.", None,
    ),
    # Added Jan 8, 2024
    "non_negative_dim": (
      "jax.core.non_negative_dim is deprecated. Use max_dim(..., 0).", _src_core.non_negative_dim,
    ),
}

import typing
if typing.TYPE_CHECKING:
  check_eqn = _src_core.check_eqn
  check_type = _src_core.check_type
  check_valid_jaxtype = _src_core.check_valid_jaxtype
  non_negative_dim = _src_core.non_negative_dim
else:
  from jax._src.deprecations import deprecation_getattr as _deprecation_getattr
  __getattr__ = _deprecation_getattr(__name__, _deprecations)
  del _deprecation_getattr
del typing
del _src_core