Cisco Log To JSON Parsing

Cisco Switch Log → Structured JSON

Parse Cisco switch terminal session log files into devices.json and topology.json. Supports IOS, IOS-XE, and NX-OS platforms. Uses only Python stdlib (json, re, os, sys, pathlib).

When to Apply

• Parsing Cisco switch .log files (terminal session captures)
• Extracting device info, interfaces, VLANs, CDP neighbors, phones
• Building network topology from CDP data
• Generating replacement/migration documentation
• Any task involving structured data extraction from Cisco CLI output

Input Format

Log files are terminal session captures (UTF-8 with BOM, CRLF line endings). Each file contains output from multiple show commands executed on one switch. Command sections are delimited by the switch prompt pattern:

hostname#show version
... output ...
hostname#show cdp nei
... output ...

Prompt Detection Regex

PROMPT_CMD_RE = re.compile(r"^(?P<host>[^#\s]+(?:\([^\)]*\))?)#\s*(?P<cmd>.*)$")

This matches lines like Switch01#show version, N5K-01(config)#show run, etc.

Supported Commands & Parsing Details

1. show version

Purpose: Extract hostname, IOS version, uptime, serial number, model, platform type.

Canonical match: Any command starting with show version, sh version.

Platform detection:

Key regex patterns:

# NX-OS version
r"^\s*(?:kickstart|system):\s*version\s+(.+)"

# IOS/IOS-XE version: line containing "Cisco IOS" AND "Version"

# Uptime
r"\buptime is (.+)"            # IOS/IOS-XE
r"Kernel uptime is (.+)"       # NX-OS

# Serial number
r"System serial number\s*[: ]\s*(\S+)"   # NX-OS
r"Processor\s+Board\s+ID\s+(\S+)"        # IOS

# Model
r"^cisco\s+(\S+)"  # + line must contain "processor" or "chassis"
r"Model Number\s*:\s*(\S+)"              # NX-OS

Fallback: If model/serial not found in show version, fall back to show inventory (prefer entries named "chassis", "switch", or "stack").

2. show inventory

Purpose: Extract SFP/optic modules and fallback model/serial.

Canonical match: show inv, show inventory, sh inv.

Parsing: Two-line blocks:

NAME: "TenGigabitEthernet1/1", DESCR: "SFP-10G-SR"
PID: SFP-10GBase-SR , VID: V03 , SN: AVD2048S14A

Key regex:

r'NAME:\s*"([^"]+)"'
r'DESCR:\s*"([^"]+)"'
r'PID:\s*([^,]+)'
r'SN:\s*([^,\s]+)'

SFP module filter: Entry name must contain a digit AND contain / or start with letter+digit (e.g., GigabitEthernet0/1, Ethernet1/1).

3. show vlan brief

Purpose: Extract VLAN ID, name, status.

Canonical match: show vlan, sh vlan.

Table header: VLAN Name Status

Row regex:

r"^\s*(\d+)\s+(\S+)\s+(\S+)"

Deduplicate by VLAN ID (keep last seen).

4. show int description

Purpose: Extract interface operational status, protocol status, description.

Canonical match: Commands containing int + description or interface + description.

Three sub-table modes (detected by header line):

IOS parsing regex:

r"^\s*(\S+)\s{2,}(.+?)\s{2,}(\S+)\s*(.*)$"
# Groups: interface, status, protocol, description

NX-OS physical:

r"^\s*(\S+)\s+(\S+)\s+(\S+)\s*(.*)$"
# Groups: interface, type, speed, description

NX-OS logical:

r"^\s*(\S+)\s+(.*)$"
# Groups: interface, description

5. show int status

Purpose: Extract interface name (description), oper status, VLAN, duplex, speed, media type.

Canonical match: Commands containing int + status or interface + status.

Table header: Port Name Status Vlan Duplex Speed Type

CRITICAL: Column-position-based parsing. The header line is used to find the start position of each column:

col_pos = {
    "Port": line.find("Port"),
    "Name": line.find("Name"),
    "Status": line.find("Status"),
    "Vlan": line.find("Vlan"),
    "Duplex": line.find("Duplex"),
    "Speed": line.find("Speed"),
    "Type": line.find("Type"),
}
# Then slice each data line by column positions:
port   = line[col_pos["Port"]   : col_pos["Name"]].strip()
name   = line[col_pos["Name"]   : col_pos["Status"]].strip()
status = line[col_pos["Status"] : col_pos["Vlan"]].strip()
vlan   = line[col_pos["Vlan"]   : col_pos["Duplex"]].strip()
duplex = line[col_pos["Duplex"] : col_pos["Speed"]].strip()
speed  = line[col_pos["Speed"]  : col_pos["Type"]].strip()
media  = line[col_pos["Type"]:].strip()

Fallback (if line too short for column slicing): split by whitespace, take first 5 fields as port, status, vlan, duplex, speed, rest as media.

6. show cdp nei (brief)

Purpose: Extract CDP neighbor device ID, local interface, capability, platform, remote port.

Canonical match: Commands containing cdp + nei (but NOT detail).

Table header regex:

r"Device[\s-]ID\s+Local Intrfce\s+H[ol]*dtme\s+Capability\s+Platform\s+Port ID"

Platform detection from header:

• Device-ID or Hldtme in header → NX-OS mode
• Otherwise → IOS mode

Column positions are detected from header (same approach as show int status).

NX-OS special handling: Device IDs can wrap to the next line. If a line is shorter than the Port ID column position and contains no double-spaces, it's a "pending device" that belongs to the next data line.

NX-OS multi-split parsing (by \s{2,}):

• 6 parts → device_id, local_if, holdtme, capability, platform, port_id
• 5 parts → either device_id is pending (starts with interface-like pattern) or last field combines platform + port_id
• 4 parts → device_id is pending; local_if, holdtme, capability, platform+port_id

Interface-like detection (for NX-OS pending device logic):

r"^(?:Eth|Po|Port-channel|Vlan|Lo|mgmt)\S*"

Platform+Port splitting (when combined in one field):

re.split(r"\s+(?=\S+$)", text.strip(), maxsplit=1)

Deduplication key: (normalized_device_id, normalized_local_if, normalized_remote_port) — all lowercased.

7. show cdp nei detail

Purpose: Extract detailed CDP info: IP address, platform, capabilities, interfaces, native VLAN, software version, power drawn.

Canonical match: Commands containing cdp + nei + detail.

Block delimiter: Device ID: <name>

Key regex patterns:

# IP address
r"IP address:\s*([0-9.]+)"

# Platform + Capabilities (single line)
r"Platform:\s*([^,]+),\s*Capabilities:\s*(.+)$"

# Interface mapping
r"Interface:\s*([^,]+),\s*Port ID \(outgoing port\):\s*(.+)$"

# Native VLAN
r"Native VLAN:\s*(\S+)"

# Power drawn
r"Power drawn:\s*(.+)$"

Software version: Lines after Version until blank line. Take first non-blank line.

8. show running-config

Purpose: Extract per-interface configuration and hostname.

Canonical match: show run, show running, sh run.

Hostname: hostname <name> line.

Interface blocks: Start with interface <name> line. All indented lines below belong to that interface until the next interface or non-indented line.

Config fields extracted per interface:

9. show ip int brief

Purpose: Extract IP addresses assigned to interfaces.

Canonical match: Commands starting with show ip + containing int/inter + bri/brief.

Two table formats:

Management IP selection priority:

1. mgmt0 / management0 (NX-OS management port)
2. Vlan102
3. Vlan1
4. Any Vlan interface
5. Any other interface

• Within each tier, prefer up status over down.
• Exclude unassigned and 0.0.0.0.

10. show inter trunk

Purpose: Extract trunk interface native VLAN and allowed VLANs.

Canonical match: Commands containing trunk + (show inter or show int or show interface).

Two sub-tables:

1. Native VLAN table — header: Port Mode Encapsulation Status Native

   • Column-position parsing (same pattern as show int status)

2. Allowed VLANs table — header: Port Vlans allowed on trunk

   • Whitespace split: first token = port, rest = allowed VLANs

Fallback: If show inter trunk yields no trunks, derive from show running-config — any interface with switchport_mode == "trunk" becomes a trunk entry.

Interface Name Normalization

All interface names are normalized to their full form:

prefix_map = {
    "Gi":  "GigabitEthernet",
    "Gig": "GigabitEthernet",
    "Te":  "TenGigabitEthernet",
    "Ten": "TenGigabitEthernet",
    "Fa":  "FastEthernet",
    "Eth": "Ethernet",
    "Po":  "Port-channel",
    "Vl":  "Vlan",
}

Pattern: ^([A-Za-z]+)([\d/].*)$ → lookup prefix → {full_prefix}{rest}

Whitespace is stripped first (re.sub(r"\s+", "", raw)). Names without digits are returned as-is.

Device ID Normalization

def normalize_device_id(device_id):
    base = device_id.strip()
    base = re.sub(r"\(.*\)$", "", base)  # strip parenthesized suffix
    if "." in base:
        base = base.split(".", 1)[0]     # strip domain (e.g., "switch.domain" → "switch")
    return base

CDP Neighbor Merging & Phone Detection

Merge Logic

Brief (show cdp nei) and detail (show cdp nei detail) are parsed separately, then merged by key (normalized_device_id, normalized_local_interface). Detail enriches brief with: IP address, full capabilities list, remote interface, native VLAN, software version, power drawn.

Phone Detection

A CDP neighbor is classified as a phone when:

def is_phone_neighbor(capabilities, platform, remote_port):
    caps = " ".join(capabilities).lower()
    # Infrastructure devices are NEVER phones
    if any(kw in caps for kw in ("switch", "router", "bridge")):
        return False
    # Explicit phone capability
    if "phone" in caps:
        return True
    # Platform-based detection
    if any(kw in platform.lower() for kw in ("t27g", "yealink", "spa")):
        return True
    # Port-based detection
    if "wan port" in remote_port.lower():
        return True
    return False

Port-Channel Derivation

Port-channels are derived from show running-config:

1. Scan all interfaces for channel-group <N> → build member lists per group
2. Scan interfaces named Port-channel<N> → get their config (mode, etc.)
3. Combine: { name: "Port-channel{N}", members: [...], mode: "trunk"|"access"|null }

Topology Building

Nodes

One node per parsed device: { id, model, serial, role, management_ip, platform_type }.

Role assignment:

Links

Built from CDP neighbors (excluding phones):

1. Match neighbor_device against known hostnames (case-insensitive, normalized)
2. Sort source/target alphabetically for consistent deduplication
3. Dedup key: (source, target, source_port, target_port) — all lowercased
4. On collision, keep link with highest "score" (count of non-null fields: speed, media, link_type)

Link type: trunk if either endpoint's port appears in trunk map; else access.

Speed label:

External Devices

CDP neighbors not matching any known hostname → external_devices list. Type is router if capabilities contain "router"/"r" or platform contains "c1111"; else switch.

Output JSON Schema

devices.json

[
  {
    "hostname": "Switch01",
    "model": "WS-C2960X-48FPD-L",
    "serial_number": "FCW2048S14A",
    "ios_version": "Cisco IOS Software, ...",
    "uptime": "1 year, 2 weeks, 3 days, ...",
    "platform_type": "IOS",
    "management_ip": "10.1.1.1",
    "vlans": [
      { "id": 1, "name": "default", "status": "active" }
    ],
    "interfaces": {
      "GigabitEthernet0/1": {
        "description": "To-Server",
        "oper_status": "connected",
        "protocol": null,
        "vlan": "102",
        "duplex": "a-full",
        "speed": "a-1000",
        "media_type": "10/100/1000BaseTX",
        "config": {
          "switchport_mode": "access",
          "switchport_access_vlan": 102,
          "switchport_trunk_allowed_vlans": null,
          "switchport_voice_vlan": 50,
          "switchport_trunk_native_vlan": null,
          "description": "To-Server",
          "shutdown": false,
          "spanning_tree_portfast": true,
          "speed": null,
          "channel_group": null,
          "ip_address": null
        }
      }
    },
    "cdp_neighbors": [
      {
        "neighbor_device": "CoreSwitch",
        "local_interface": "GigabitEthernet0/49",
        "remote_interface": "GigabitEthernet1/0/1",
        "neighbor_platform": "cisco WS-C9300-24T",
        "neighbor_ip": "10.1.1.254",
        "capabilities": ["Switch", "IGMP"],
        "is_phone": false
      }
    ],
    "phones": [
      {
        "device_id": "SEP001122334455",
        "local_interface": "GigabitEthernet0/5",
        "ip": "10.1.50.10",
        "platform": "Cisco IP Phone 8845",
        "power_drawn": "12600 mW"
      }
    ],
    "ip_interfaces": [
      { "interface": "Vlan1", "ip_address": "10.1.1.1", "status": "up" }
    ],
    "trunks": [
      {
        "interface": "GigabitEthernet0/49",
        "native_vlan": "1",
        "allowed_vlans": "1-4094"
      }
    ],
    "port_channels": [
      {
        "name": "Port-channel1",
        "members": ["GigabitEthernet0/49", "GigabitEthernet0/50"],
        "mode": "trunk"
      }
    ],
    "sfp_modules": [
      {
        "interface": "TenGigabitEthernet1/1",
        "pid": "SFP-10GBase-SR",
        "sn": "AVD2048S14A",
        "description": "SFP-10G-SR"
      }
    ]
  }
]

topology.json

{
  "nodes": [
    {
      "id": "Switch01",
      "model": "WS-C2960X-48FPD-L",
      "serial": "FCW2048S14A",
      "role": "access",
      "management_ip": "10.1.1.1",
      "platform_type": "IOS"
    }
  ],
  "links": [
    {
      "source": "CoreSwitch",
      "source_port": "GigabitEthernet1/0/1",
      "target": "Switch01",
      "target_port": "GigabitEthernet0/49",
      "speed": "1G",
      "link_type": "trunk",
      "media": "10/100/1000BaseTX"
    }
  ],
  "external_devices": [
    {
      "device_id": "ISP-Router",
      "platform": "cisco C1111-8P",
      "ip": "203.0.113.1",
      "connected_to": "CoreSwitch",
      "connected_port": "GigabitEthernet1/0/24",
      "type": "router"
    }
  ]
}

Command Canonicalization

The parser recognizes abbreviated Cisco commands and maps them to canonical forms:

def canonical_command(cmd_text):
    cmd = cmd_text.strip().lower()
    # show version / sh version         → "show version"
    # show inv / show inventory / sh inv → "show inventory"
    # show vlan / sh vlan                → "show vlan brief"
    # cdp + nei + detail                 → "show cdp nei detail"
    # cdp + nei (no detail)              → "show cdp nei"
    # int + description                  → "show int description"
    # int + status                       → "show int status"
    # show run / show running / sh run   → "show running-config"
    # show ip + int/inter + bri/brief    → "show ip int brief"
    # trunk + show int/inter/interface   → "show inter trunk"

Processing Pipeline

1. read_log()               → lines[] (UTF-8-sig, error=replace)
2. parse_command_sections()  → sections[] {cmd, raw_cmd, hostname, lines[]}
3. Group sections by canonical cmd
4. For each device log file:
   a. parse_show_version()     → hostname, model, serial, ios_version, uptime, platform_type
   b. parse_inventory()        → sfp_modules[], fallback model/serial
   c. parse_running_config()   → per-interface configs, hostname fallback
   d. parse_vlan_brief()       → vlans[]
   e. parse_int_description()  → populate interfaces{} oper_status, protocol, description
   f. parse_int_status()       → populate interfaces{} vlan, duplex, speed, media_type
   g. parse_cdp_neighbors()    → cdp brief list
   h. parse_cdp_detail()       → cdp detail list
   i. merge_cdp()              → cdp_neighbors[], phones[]
   j. parse_ip_int_brief()     → ip_interfaces[], management_ip
   k. parse_interface_trunks() → trunks[] (fallback from running-config)
   l. derive_port_channels()   → port_channels[]
5. build_topology()            → { nodes[], links[], external_devices[] }
6. Write devices.json, topology.json

Common Pitfalls

1. NX-OS CDP wrapping: Device IDs longer than the column width wrap to the next line. Must buffer "pending device" lines.
2. Column-position parsing: show int status and show cdp nei use fixed-width columns. DO NOT split by whitespace — interface names can contain spaces in the Name column.
3. Trunk fallback: Some switches don't support show inter trunk. Fall back to running-config switchport mode trunk interfaces.
4. Phone vs infrastructure: Nexus 5K with CVTA advertises "Phone" capability but is a switch. Always check for infrastructure keywords first.
5. BOM handling: Log files may have UTF-8 BOM. Use encoding="utf-8-sig" when reading.
6. CDP dedup: Same neighbor can appear in both brief and detail. Merge by (device_id, local_interface) key, don't create duplicates.

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