/home/llmeval/.local/share/uv/tools/cubbi/lib/python3.12/site-packages/click/core.py:1213: UserWarning: The parameter -m is used more than once. Remove its duplicate as parameters should be unique. parser = self.make_parser(ctx) /home/llmeval/.local/share/uv/tools/cubbi/lib/python3.12/site-packages/click/core.py:1206: UserWarning: The parameter -m is used more than once. Remove its duplicate as parameters should be unique. self.parse_args(ctx, args) Using UID: 1000, GID: 1000 Forwarding environment variable OPENROUTER_API_KEY to container Mounting local directory /home/llmeval/llmeval/runs/run_20251103_150152/task5_dedup_contact/openrouter-google-gemini-2.5-pro/workspace to /app No project_name provided - skipping configuration directory setup. Session created successfully! Session ID: 281be42a Image: opencode Executing command and waiting for completion... Container will exit after command completes. Command logs: Initializing opencode v1.0.0 Setting up user 'cubbi' with UID: 1000, GID: 1000 Setting up standard directories Created directory: /app Created directory: /cubbi-config Created directory: /cubbi-config/home Creating /home/cubbi as symlink to /cubbi-config/home Created directory: /cubbi-config/home/.local Copied /root/.local/bin to user directory Running opencode-specific initialization Added litellm custom provider with 123 models to OpenCode configuration Added openrouter standard provider with 342 models to OpenCode configuration Set default model to openrouter/google/gemini-2.5-pro Updated OpenCode configuration at /home/cubbi/.config/opencode/config.json with 2 providers No MCP servers to integrate --- Executing initial command --- Executing user command: if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md Executing as cubbi: sh -c if [ -f install.sh ]; then bash install.sh; fi; echo "--- TASK BEGIN ---"; cat task.md; echo "--- TASK END ---"; cd input && opencode run --print-logs < ../task.md Created contacts.csv with 50 contacts (35 unique + 15 duplicates) --- TASK BEGIN --- # Contact List Deduplicator You have a CSV file `input/contacts.csv` containing contact information with potential duplicates. Your task is to identify and merge duplicate contacts based on matching criteria, then generate a JSON report. ## Duplicate Detection Rules Two contacts are duplicates if ANY of the following match: 1. **Phone numbers match** (after normalization - remove spaces, dashes, parentheses) 2. **Email addresses match** (case-insensitive) 3. **Names are very similar** (exact match ignoring case, or initials match with same last name) ## Requirements 1. Read `input/contacts.csv` 2. Identify all duplicate contacts 3. Generate `input/deduped.json` with this exact structure: ```json { "original_count": 100, "unique_count": 85, "duplicates_found": 15, "duplicate_groups": [ { "primary": { "name": "John Smith", "email": "john.smith@example.com", "phone": "555-1234", "company": "Acme Corp" }, "duplicates": [ { "name": "J. Smith", "email": "jsmith@example.com", "phone": "555-1234", "company": "Acme Corp" } ], "match_reason": "phone" } ] } ``` ## Important Notes - The primary contact should be the one with the most complete information (fewest empty fields) - Normalize phone numbers before comparison: remove all spaces, dashes, and parentheses - Email matching should be case-insensitive - Match reasons can be: "phone", "email", "name", or combinations like "phone_and_email" - Each duplicate group should list the primary contact and all its duplicates - Original count includes all contacts, unique count is after deduplication - Duplicates found is the number of duplicate entries (not the number of groups) PS: You are currently working in an automated system and cannot ask any question or have back and forth with an user. --- TASK END --- INFO 2025-11-03T15:43:52 +2126ms service=default version=0.15.11 args=["run","--print-logs"] opencode INFO 2025-11-03T15:43:52 +33ms service=project directory=/app/input fromDirectory INFO 2025-11-03T15:43:52 +16ms service=storage index=0 running migration ERROR 2025-11-03T15:43:52 +17ms service=storage error=ENOENT: no such file or directory, open '/home/cubbi/.local/share/opencode/project' index=0 failed to run migration INFO 2025-11-03T15:43:52 +26ms service=config path=/home/cubbi/.config/opencode/config.json loading INFO 2025-11-03T15:43:52 +245ms service=config path=/home/cubbi/.config/opencode/opencode.json loading INFO 2025-11-03T15:43:52 +6ms service=config path=/home/cubbi/.config/opencode/opencode.jsonc loading INFO 2025-11-03T15:43:52 +31ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","@opencode-ai/plugin@0.15.11","--exact"] cwd=/home/cubbi/.config/opencode running INFO 2025-11-03T15:43:52 +74ms service=plugin path=opencode-copilot-auth@0.0.3 loading plugin INFO 2025-11-03T15:43:52 +15ms service=bun pkg=opencode-copilot-auth version=0.0.3 installing package using Bun's default registry resolution INFO 2025-11-03T15:43:52 +15ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-copilot-auth@0.0.3"] cwd=/home/cubbi/.cache/opencode running INFO 2025-11-03T15:43:52 +270ms service=bun code=0 stdout=bun add v1.3.0 (b0a6feca) installed opencode-copilot-auth@0.0.3 1 package installed [227.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [4] Saved lockfile done INFO 2025-11-03T15:43:52 +36ms service=plugin path=opencode-anthropic-auth@0.0.2 loading plugin INFO 2025-11-03T15:43:52 +25ms service=bun pkg=opencode-anthropic-auth version=0.0.2 installing package using Bun's default registry resolution INFO 2025-11-03T15:43:52 +0ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","opencode-anthropic-auth@0.0.2"] cwd=/home/cubbi/.cache/opencode running INFO 2025-11-03T15:43:54 +1363ms service=bun code=0 stdout=bun add v1.3.0 (b0a6feca) installed @opencode-ai/plugin@0.15.11 3 packages installed [1.69s] stderr=Resolving dependencies Resolved, downloaded and extracted [12] Saved lockfile done INFO 2025-11-03T15:43:54 +494ms service=bun code=0 stdout=bun add v1.3.0 (b0a6feca) + opencode-copilot-auth@0.0.3 installed opencode-anthropic-auth@0.0.2 14 packages installed [1.81s] stderr=Resolving dependencies Resolved, downloaded and extracted [50] Saved lockfile done INFO 2025-11-03T15:43:55 +649ms service=bus type=* subscribing INFO 2025-11-03T15:43:55 +5ms service=bus type=session.updated subscribing INFO 2025-11-03T15:43:55 +2ms service=bus type=message.updated subscribing INFO 2025-11-03T15:43:55 +1ms service=bus type=message.part.updated subscribing INFO 2025-11-03T15:43:55 +1ms service=format init INFO 2025-11-03T15:43:55 +1ms service=bus type=file.edited subscribing INFO 2025-11-03T15:43:55 +64ms service=session id=ses_5b59c5b95ffewCSYT1uYlosw0T version=0.15.11 projectID=global directory=/app/input title=New session - 2025-11-03T15:43:55.499Z time={"created":1762184635499,"updated":1762184635499} created INFO 2025-11-03T15:43:55 +63ms service=lsp serverIds=deno, typescript, vue, eslint, gopls, ruby-lsp, pyright, elixir-ls, zls, csharp, rust, clangd, svelte, astro, jdtls enabled LSP servers INFO 2025-11-03T15:43:55 +18ms service=bus type=session.updated publishing INFO 2025-11-03T15:43:55 +35ms service=bus type=message.part.updated subscribing INFO 2025-11-03T15:43:55 +1ms service=bus type=session.error subscribing INFO 2025-11-03T15:43:55 +17ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T prompt INFO 2025-11-03T15:43:55 +58ms service=bus type=message.updated publishing INFO 2025-11-03T15:43:55 +93ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:43:55 +17ms service=bus type=session.updated publishing INFO 2025-11-03T15:43:55 +25ms service=models.dev file={} refreshing INFO 2025-11-03T15:43:55 +54ms service=provider init INFO 2025-11-03T15:43:55 +91ms service=provider providerID=openrouter found INFO 2025-11-03T15:43:55 +3ms service=provider providerID=opencode found INFO 2025-11-03T15:43:55 +2ms service=provider providerID=litellm found INFO 2025-11-03T15:43:55 +0ms service=provider providerID=openrouter modelID=google/gemini-2.5-pro getModel INFO 2025-11-03T15:43:55 +6ms service=provider status=started providerID=openrouter getSDK INFO 2025-11-03T15:43:55 +2ms service=bun pkg=@ai-sdk/openai-compatible version=latest installing package using Bun's default registry resolution INFO 2025-11-03T15:43:55 +1ms service=bun cmd=["/opt/node/lib/node_modules/opencode-ai/node_modules/opencode-linux-x64/bin/opencode","add","--force","--exact","--cwd","/home/cubbi/.cache/opencode","@ai-sdk/openai-compatible@latest"] cwd=/home/cubbi/.cache/opencode running INFO 2025-11-03T15:43:57 +1391ms service=bun code=0 stdout=bun add v1.3.0 (b0a6feca) + opencode-anthropic-auth@0.0.2 + opencode-copilot-auth@0.0.3 installed @ai-sdk/openai-compatible@1.0.25 21 packages installed [1360.00ms] stderr=Resolving dependencies Resolved, downloaded and extracted [26] Saved lockfile done INFO 2025-11-03T15:43:58 +1150ms service=provider status=completed duration=2546 providerID=openrouter getSDK INFO 2025-11-03T15:43:58 +36ms service=provider providerID=openrouter modelID=google/gemini-2.5-pro found INFO 2025-11-03T15:43:58 +4ms service=session.lock sessionID=ses_5b59c5b95ffewCSYT1uYlosw0T locked INFO 2025-11-03T15:43:58 +2ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T sessionID=ses_5b59c5b95ffewCSYT1uYlosw0T locking INFO 2025-11-03T15:43:58 +255ms service=provider providerID=openrouter modelID=anthropic/claude-3.5-haiku getModel INFO 2025-11-03T15:43:58 +0ms service=provider status=started providerID=openrouter getSDK INFO 2025-11-03T15:43:58 +5ms service=provider status=completed duration=5 providerID=openrouter getSDK INFO 2025-11-03T15:43:58 +103ms service=provider providerID=openrouter modelID=anthropic/claude-3.5-haiku found INFO 2025-11-03T15:43:58 +8ms service=bus type=message.updated publishing INFO 2025-11-03T15:43:59 +150ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T process INFO 2025-11-03T15:43:59 +109ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=start part INFO 2025-11-03T15:44:00 +1427ms service=bus type=session.updated publishing INFO 2025-11-03T15:44:02 +1537ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=start-step part INFO 2025-11-03T15:44:02 +47ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:02 +9ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-start part INFO 2025-11-03T15:44:02 +12ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-delta part INFO 2025-11-03T15:44:02 +16ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:02 +630ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-delta part INFO 2025-11-03T15:44:02 +4ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:02 +57ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-input-start part INFO 2025-11-03T15:44:03 +125ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:03 +27ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-input-delta part INFO 2025-11-03T15:44:03 +8ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-input-end part INFO 2025-11-03T15:44:03 +8ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-call part INFO 2025-11-03T15:44:03 +14ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:03 +14ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-error part INFO 2025-11-03T15:44:03 +46ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:03 +156ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-end part INFO 2025-11-03T15:44:03 +71ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:03 +12ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=finish-step part INFO 2025-11-03T15:44:03 +74ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:03 +21ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:03 +9ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=finish part INFO 2025-11-03T15:44:03 +7ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:03 +49ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:03 +47ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:03 +83ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:03 +117ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T process INFO 2025-11-03T15:44:03 +17ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=start part INFO 2025-11-03T15:44:06 +2929ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=start-step part INFO 2025-11-03T15:44:06 +37ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:06 +2ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-start part INFO 2025-11-03T15:44:06 +15ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-delta part INFO 2025-11-03T15:44:06 +9ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:07 +879ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-delta part INFO 2025-11-03T15:44:07 +2ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:07 +30ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-input-start part INFO 2025-11-03T15:44:07 +30ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:07 +3ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-input-delta part INFO 2025-11-03T15:44:07 +11ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-input-end part INFO 2025-11-03T15:44:07 +10ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-call part INFO 2025-11-03T15:44:07 +4ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:07 +28ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-end part INFO 2025-11-03T15:44:07 +9ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:07 +24ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-result part INFO 2025-11-03T15:44:07 +18ms service=bus type=message.part.updated publishing |  List app/input INFO 2025-11-03T15:44:07 +9ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=finish-step part INFO 2025-11-03T15:44:07 +20ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:07 +11ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:07 +1ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=finish part INFO 2025-11-03T15:44:07 +14ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:07 +55ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:07 +6ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:08 +60ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:08 +30ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T process INFO 2025-11-03T15:44:08 +14ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=start part INFO 2025-11-03T15:44:10 +2468ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=start-step part INFO 2025-11-03T15:44:10 +67ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:10 +7ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-start part INFO 2025-11-03T15:44:10 +6ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-delta part INFO 2025-11-03T15:44:10 +14ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:10 +6ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-input-start part INFO 2025-11-03T15:44:10 +19ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:10 +15ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-input-delta part INFO 2025-11-03T15:44:10 +12ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-input-end part INFO 2025-11-03T15:44:10 +11ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-call part INFO 2025-11-03T15:44:10 +10ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:10 +1ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-end part INFO 2025-11-03T15:44:10 +12ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:10 +47ms service=file.time sessionID=ses_5b59c5b95ffewCSYT1uYlosw0T file=/app/input/contacts.csv read INFO 2025-11-03T15:44:10 +17ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-result part INFO 2025-11-03T15:44:10 +13ms service=bus type=message.part.updated publishing |  Read app/input/contacts.csv INFO 2025-11-03T15:44:10 +8ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=finish-step part INFO 2025-11-03T15:44:10 +12ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:10 +15ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:10 +1ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=finish part INFO 2025-11-03T15:44:10 +1ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:10 +40ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:10 +14ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:11 +251ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:11 +80ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T process INFO 2025-11-03T15:44:11 +20ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=start part INFO 2025-11-03T15:44:13 +2565ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=start-step part INFO 2025-11-03T15:44:13 +12ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:13 +8ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-start part INFO 2025-11-03T15:44:13 +4ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-delta part INFO 2025-11-03T15:44:13 +4ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:16 +2151ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-delta part INFO 2025-11-03T15:44:16 +7ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:16 +10ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=text-start part INFO 2025-11-03T15:44:16 +5ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=text-delta part INFO 2025-11-03T15:44:16 +7ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:24 +8174ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-input-start part INFO 2025-11-03T15:44:24 +94ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:24 +77ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-input-delta part INFO 2025-11-03T15:44:24 +54ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-input-end part INFO 2025-11-03T15:44:24 +17ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-call part INFO 2025-11-03T15:44:24 +5ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:24 +66ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-end part INFO 2025-11-03T15:44:24 +19ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:24 +21ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=text-end part INFO 2025-11-03T15:44:24 +2ms service=bus type=message.part.updated publishing  I will now write a Python script to process the `contacts.csv` file, identify duplicates based on the provided rules, and generate a JSON report named `deduped.json`. The script will handle phone number normalization, case-insensitive email comparison, and name similarity checks.  INFO 2025-11-03T15:44:26 +1623ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-result part INFO 2025-11-03T15:44:26 +9ms service=bus type=message.part.updated publishing |  Bash  python3 <<'EOF' import csv import json import re def normalize_phone(phone): return re.sub(r'[\s\-()]+', '', phone) def names_similar(name1, name2): name1_lower = name1.lower() name2_lower = name2.lower() if name1_lower == name2_lower: return True parts1 = name1_lower.split() parts2 = name2_lower.split() if len(parts1) > 1 and len(parts2) > 1 and parts1[-1] == parts2[-1]: if len(parts1[0]) == 1 and len(parts2[0]) > 1 and parts1[0][0] == parts2[0][0]: return True if len(parts2[0]) == 1 and len(parts1[0]) > 1 and parts2[0][0] == parts1[0][0]: return True return False def completeness(contact): return sum(1 for value in contact.values() if value) def process_contacts(input_file, output_file): contacts = [] with open(input_file, 'r') as f: reader = csv.DictReader(f) for row in reader: contacts.append(row) original_count = len(contacts) unique_contacts = [] duplicate_groups = [] processed_indices = set() for i in range(len(contacts)): if i in processed_indices: continue group = { "primary": contacts[i], "duplicates": [], "match_reason": set() } current_duplicates = [] for j in range(i + 1, len(contacts)): if j in processed_indices: continue reasons = set() # Phone match if contacts[i].get('phone') and contacts[j].get('phone') and normalize_phone(contacts[i]['phone']) == normalize_phone(contacts[j]['phone']): reasons.add("phone") # Email match if contacts[i].get('email') and contacts[j].get('email') and contacts[i]['email'].lower() == contacts[j]['email'].lower(): reasons.add("email") # Name match if contacts[i].get('name') and contacts[j].get('name') and names_similar(contacts[i]['name'], contacts[j]['name']): reasons.add("name") if reasons: current_duplicates.append(contacts[j]) group["match_reason"].update(reasons) processed_indices.add(j) if current_duplicates: all_in_group = [contacts[i]] + current_duplicates all_in_group.sort(key=completeness, reverse=True) group["primary"] = all_in_group[0] group["duplicates"] = [c for c in all_in_group if c != group["primary"]] group["match_reason"] = "_and_".join(sorted(list(group["match_reason"]))) duplicate_groups.append(group) unique_contacts.append(group["primary"]) processed_indices.add(i) else: unique_contacts.append(contacts[i]) report = { "original_count": original_count, "unique_count": len(unique_contacts), "duplicates_found": original_count - len(unique_contacts), "duplicate_groups": duplicate_groups } with open(output_file, 'w') as f: json.dump(report, f, indent=2) process_contacts('/app/input/contacts.csv', '/app/input/deduped.json') EOF INFO 2025-11-03T15:44:26 +11ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=finish-step part INFO 2025-11-03T15:44:26 +8ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:26 +10ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:26 +3ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=finish part INFO 2025-11-03T15:44:26 +7ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:26 +82ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:26 +9ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:26 +150ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:26 +23ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T process INFO 2025-11-03T15:44:26 +9ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=start part INFO 2025-11-03T15:44:28 +2455ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=start-step part INFO 2025-11-03T15:44:28 +26ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:28 +1ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-start part INFO 2025-11-03T15:44:29 +15ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-delta part INFO 2025-11-03T15:44:29 +1ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:29 +572ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-delta part INFO 2025-11-03T15:44:29 +8ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:29 +27ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=text-start part INFO 2025-11-03T15:44:29 +0ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=text-delta part INFO 2025-11-03T15:44:29 +3ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:29 +64ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-input-start part INFO 2025-11-03T15:44:29 +18ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:29 +31ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-input-delta part INFO 2025-11-03T15:44:29 +9ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-input-end part INFO 2025-11-03T15:44:29 +17ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-call part INFO 2025-11-03T15:44:29 +14ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:29 +35ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-end part INFO 2025-11-03T15:44:29 +18ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:29 +13ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=text-end part INFO 2025-11-03T15:44:29 +13ms service=bus type=message.part.updated publishing  I have processed the contacts and generated the `deduped.json` report.  INFO 2025-11-03T15:44:29 +41ms service=file.time sessionID=ses_5b59c5b95ffewCSYT1uYlosw0T file=/app/input/deduped.json read INFO 2025-11-03T15:44:29 +53ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=tool-result part INFO 2025-11-03T15:44:29 +34ms service=bus type=message.part.updated publishing |  Read app/input/deduped.json INFO 2025-11-03T15:44:30 +20ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=finish-step part INFO 2025-11-03T15:44:30 +36ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:30 +18ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:30 +21ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=finish part INFO 2025-11-03T15:44:30 +19ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:30 +59ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:30 +13ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:30 +258ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:30 +156ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T process INFO 2025-11-03T15:44:30 +30ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=start part INFO 2025-11-03T15:44:33 +2431ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=start-step part INFO 2025-11-03T15:44:33 +7ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:33 +14ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-start part INFO 2025-11-03T15:44:33 +19ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-delta part INFO 2025-11-03T15:44:33 +2ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:36 +3155ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-delta part INFO 2025-11-03T15:44:36 +10ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:39 +2787ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-delta part INFO 2025-11-03T15:44:39 +32ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:42 +3244ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-delta part INFO 2025-11-03T15:44:42 +5ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:44 +2499ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-delta part INFO 2025-11-03T15:44:44 +1ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:44 +22ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=text-start part INFO 2025-11-03T15:44:44 +6ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=text-delta part INFO 2025-11-03T15:44:44 +8ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:44 +2ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=text-delta part INFO 2025-11-03T15:44:44 +6ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:44 +17ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=reasoning-end part INFO 2025-11-03T15:44:44 +5ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:44 +5ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=text-end part INFO 2025-11-03T15:44:44 +6ms service=bus type=message.part.updated publishing  The contact list has been successfully deduplicated. The results are available in the file `/app/input/deduped.json`. Here is a summary of the process: - **Original Count**: 50 contacts - **Unique Count**: 42 contacts - **Duplicates Found**: 8 contacts The `deduped.json` file contains a detailed breakdown of the duplicate groups, including the primary contact, the duplicate entries, and the reason for the match.  INFO 2025-11-03T15:44:44 +10ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=finish-step part INFO 2025-11-03T15:44:44 +18ms service=bus type=message.part.updated publishing INFO 2025-11-03T15:44:44 +14ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:44 +1ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T type=finish part INFO 2025-11-03T15:44:44 +7ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:44 +30ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:44 +15ms service=bus type=message.updated publishing INFO 2025-11-03T15:44:45 +10ms service=session.compaction pruning INFO 2025-11-03T15:44:45 +12ms service=session.lock sessionID=ses_5b59c5b95ffewCSYT1uYlosw0T unlocked INFO 2025-11-03T15:44:45 +15ms service=session.prompt session=ses_5b59c5b95ffewCSYT1uYlosw0T sessionID=ses_5b59c5b95ffewCSYT1uYlosw0T unlocking INFO 2025-11-03T15:44:45 +101ms service=bus type=session.idle publishing INFO 2025-11-03T15:44:45 +671ms service=session.compaction pruned=0 total=0 found --- Initial command finished (exit code: 0) --- --- no_shell=true, exiting container without starting shell --- Command execution complete. Container has exited. Session has been cleaned up.