diff --git a/hyperglass/models/parsing/huawei.py b/hyperglass/models/parsing/huawei.py
new file mode 100644
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+++ b/hyperglass/models/parsing/huawei.py
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+"""Data Models for Parsing Huawei Response."""
+
+# Standard Library
+import re
+import typing as t
+
+# Third Party
+from pydantic import ConfigDict
+
+# Project
+from hyperglass.log import log
+from hyperglass.models.data import BGPRouteTable
+
+# Local
+from ..main import HyperglassModel
+
+WINNING_WEIGHT = "high"
+
+HuaweiPathType = t.Literal["external", "internal", "local"]
+
+
+class _HuaweiBase(HyperglassModel):
+    """Base Model for Huawei validation."""
+
+    model_config = ConfigDict(extra="ignore")
+
+
+class HuaweiRoutePath(_HuaweiBase):
+    """Validation model for Huawei BGP route path."""
+
+    prefix: str
+    peer_address: str
+    peer_rid: str
+    duration: str
+    next_hop: str
+    relay_next_hop: t.Optional[str]
+    out_intf: str
+    qos_info: str
+    communities: t.Optional[str]
+    large_communities: t.Optional[str]
+    ext_communities: t.Optional[str]
+    as_path: str
+    origin: str
+    med: t.Optional[int]
+    local_preference: t.Optional[int]
+    preference_value: int
+    path_type: HuaweiPathType
+    is_valid: bool
+    is_best: bool
+    is_preferred: bool
+    route_preference: int
+
+
+class HuaweiBGPTable(_HuaweiBase):
+    """Validation model for Huawei BGP routing data."""
+
+    router_id: str = ""
+    local_asn: int = 0
+    vrf: str = "default"
+    paths_num_total: int = 0
+    paths_num_best: int = 0
+    paths_num_selected: int = 0
+    paths_num_best_external: int = 0
+    paths_num_add_path: int = 0
+    bgp_path_entries: list[HuaweiRoutePath] = []
+
+    @staticmethod
+    def _get_route_age(duration: str) -> int:
+        """Parse duration time as sting and return integer."""
+        regex = re.compile(r"(\d+)d(\d+)h(\d+)m(\d+)s")
+        match = regex.search(duration)
+        if match:
+            days, hours, minutes, seconds = [int(n or 0) for n in match.groups()]
+            return days * 24 * 60 * 60 + hours * 60 * 60 + minutes * 60 + seconds
+        return 0
+
+    @staticmethod
+    def _get_as_path(as_path: str) -> list[int]:
+        """Convert AS-path string to list of ASNs."""
+        if as_path == "Nil":
+            return []
+        return [int(asn) for asn in as_path.split() if asn.isdecimal()]
+
+    @staticmethod
+    def _get_communities(community: str | None) -> list[str]:
+        """Convert community string to list of communities."""
+        if isinstance(community, str):
+            return [c.strip("<>") for c in community.split(", ")]
+        return []
+
+    def bgp_table(self: "HuaweiBGPTable") -> BGPRouteTable:
+        """Convert the Huawei-formatted fields to standard parsed data model."""
+        routes = []
+        for route in self.bgp_path_entries:
+            as_path = self._get_as_path(as_path=route.as_path)
+            communities = []
+            if route.communities:
+                communities += self._get_communities(route.communities)
+            if route.large_communities:
+                communities += self._get_communities(route.large_communities)
+            if route.ext_communities:
+                communities += self._get_communities(route.ext_communities)
+
+            # iBGP paths contain string "Nil". If the AS_PATH is "Nil", we
+            # set the source_as to the router's local-as.
+            source_as = self.local_asn
+            if len(as_path) != 0:
+                source_as = as_path[-1]
+
+            routes.append(
+                {
+                    "prefix": route.prefix,
+                    "active": route.is_best,
+                    "age": self._get_route_age(route.duration),
+                    "weight": route.preference_value,
+                    "med": route.med or 0,
+                    "local_preference": route.local_preference or 100,
+                    "as_path": as_path,
+                    "communities": communities,
+                    "next_hop": route.next_hop,
+                    "source_as": source_as,
+                    "source_rid": route.peer_rid,
+                    "peer_rid": route.peer_address,
+                    "rpki_state": 3,
+                }
+            )
+
+        serialized = BGPRouteTable(
+            vrf=self.vrf,
+            count=self.paths_num_total,
+            routes=routes,
+            winning_weight=WINNING_WEIGHT,
+        )
+
+        log.bind(platform="huawei", response=repr(serialized)).debug("Serialized response")
+        return serialized