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updated docs strings and added README.md

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Vishesh 'ironeagle' Bangotra
2026-03-08 17:59:53 +05:30
parent 0453fdd88a
commit c541577788
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mcp_docs/modules/mail_intake.parsers.json
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@@ -2,42 +2,42 @@
"module": "mail_intake.parsers",
"content": {
"path": "mail_intake.parsers",
"docstring": "Message parsing utilities for Mail Intake.\n\n---\n\n## Summary\n\nThis package contains **provider-aware but adapter-agnostic parsing helpers**\nused to extract and normalize structured information from raw mail payloads.\n\nParsers in this package are responsible for:\n- Interpreting provider-native message structures\n- Extracting meaningful fields such as headers, body text, and subjects\n- Normalizing data into consistent internal representations\n\nThis package does not:\n- Perform network or IO operations\n- Contain provider API logic\n- Construct domain models directly\n\nParsing functions are designed to be composable and are orchestrated by the\ningestion layer.\n\n---\n\n## Public API\n\n extract_body\n parse_headers\n extract_sender\n normalize_subject\n\n---",
"docstring": "# Summary\n\nMessage parsing utilities for Mail Intake.\n\nThis package contains **provider-aware but adapter-agnostic parsing helpers**\nused to extract and normalize structured information from raw mail payloads.\n\nParsers in this package are responsible for:\n\n- Interpreting provider-native message structures.\n- Extracting meaningful fields such as headers, body text, and subjects.\n- Normalizing data into consistent internal representations.\n\nThis package does not:\n\n- Perform network or IO operations.\n- Contain provider API logic.\n- Construct domain models directly.\n\nParsing functions are designed to be composable and are orchestrated by the\ningestion layer.\n\n---\n\n# Public API\n\n- `extract_body`\n- `parse_headers`\n- `extract_sender`\n- `normalize_subject`\n\n---",
"objects": {
"extract_body": {
"name": "extract_body",
"kind": "function",
"path": "mail_intake.parsers.extract_body",
"signature": "<bound method Alias.signature of Alias('extract_body', 'mail_intake.parsers.body.extract_body')>",
"docstring": "Extract the best-effort message body from a Gmail payload.\n\nPriority:\n1. text/plain\n2. text/html (stripped to text)\n3. Single-part body\n4. empty string (if nothing usable found)\n\nArgs:\n payload: Provider-native message payload dictionary.\n\nReturns:\n Extracted plain-text message body."
"docstring": "Extract the best-effort message body from a Gmail payload.\n\nPriority:\n\n1. `text/plain`\n2. `text/html` (stripped to text)\n3. Single-part body\n4. Empty string (if nothing usable found)\n\nArgs:\n payload (Dict[str, Any]):\n Provider-native message payload dictionary.\n\nReturns:\n str:\n Extracted plain-text message body."
},
"parse_headers": {
"name": "parse_headers",
"kind": "function",
"path": "mail_intake.parsers.parse_headers",
"signature": "<bound method Alias.signature of Alias('parse_headers', 'mail_intake.parsers.headers.parse_headers')>",
"docstring": "Convert a list of Gmail-style headers into a normalized dict.\n\nArgs:\n raw_headers (List[Dict[str, str]]):\n List of header dictionaries, each containing ``name`` and ``value`` keys.\n\nReturns:\n Dict[str, str]:\n Dictionary mapping lowercase header names to stripped values.\n\nNotes:\n **Guarantees:**\n\n - Provider payloads (such as Gmail) typically represent headers as a list of name/value mappings\n - This function normalizes them into a case-insensitive dictionary keyed by lowercase header names\n\nExample:\n Typical usage:\n \n Input:\n [\n {\"name\": \"From\", \"value\": \"John Doe <john@example.com>\"},\n {\"name\": \"Subject\", \"value\": \"Re: Interview Update\"},\n ]\n\n Output:\n {\n \"from\": \"John Doe <john@example.com>\",\n \"subject\": \"Re: Interview Update\",\n }"
"docstring": "Convert a list of Gmail-style headers into a normalized dict.\n\nArgs:\n raw_headers (List[Dict[str, str]]):\n List of header dictionaries, each containing `name` and `value` keys.\n\nReturns:\n Dict[str, str]:\n Dictionary mapping lowercase header names to stripped values.\n\nNotes:\n **Guarantees:**\n\n - Provider payloads (such as Gmail) typically represent headers as a\n list of name/value mappings.\n - This function normalizes them into a case-insensitive dictionary\n keyed by lowercase header names.\n\nExample:\n Typical usage:\n\n ```python\n Input:\n [\n {\"name\": \"From\", \"value\": \"John Doe <john@example.com>\"},\n {\"name\": \"Subject\", \"value\": \"Re: Interview Update\"},\n ]\n\n Output:\n {\n \"from\": \"John Doe <john@example.com>\",\n \"subject\": \"Re: Interview Update\",\n }\n ```"
},
"extract_sender": {
"name": "extract_sender",
"kind": "function",
"path": "mail_intake.parsers.extract_sender",
"signature": "<bound method Alias.signature of Alias('extract_sender', 'mail_intake.parsers.headers.extract_sender')>",
"docstring": "Extract sender email and optional display name from headers.\n\nArgs:\n headers (Dict[str, str]):\n Normalized header dictionary as returned by :func:`parse_headers`.\n\nReturns:\n Tuple[str, Optional[str]]:\n A tuple ``(email, name)`` where ``email`` is the sender email address and ``name`` is the display name, or ``None`` if unavailable.\n\nNotes:\n **Responsibilities:**\n\n - This function parses the ``From`` header and attempts to extract sender email address and optional human-readable display name\n\nExample:\n Typical values:\n\n ``\"John Doe <john@example.com>\"`` -> ``(\"john@example.com\", \"John Doe\")``\n ``\"john@example.com\"`` -> ``(\"john@example.com\", None)``"
"docstring": "Extract sender email and optional display name from headers.\n\nArgs:\n headers (Dict[str, str]):\n Normalized header dictionary as returned by `parse_headers()`.\n\nReturns:\n Tuple[str, Optional[str]]:\n A tuple `(email, name)` where `email` is the sender email address\n and `name` is the display name, or `None` if unavailable.\n\nNotes:\n **Responsibilities:**\n\n - This function parses the `From` header and attempts to extract\n sender email address and optional human-readable display name.\n\nExample:\n Typical values:\n\n - `\"John Doe <john@example.com>\"` -> `(\"john@example.com\", \"John Doe\")`\n - `\"john@example.com\"` -> `(\"john@example.com\", None)`"
},
"normalize_subject": {
"name": "normalize_subject",
"kind": "function",
"path": "mail_intake.parsers.normalize_subject",
"signature": "<bound method Alias.signature of Alias('normalize_subject', 'mail_intake.parsers.subject.normalize_subject')>",
"docstring": "Normalize an email subject for thread-level comparison.\n\nArgs:\n subject (str):\n Raw subject line from a message header.\n\nReturns:\n str:\n Normalized subject string suitable for thread grouping.\n\nNotes:\n **Responsibilities:**\n\n - Strips common prefixes such as ``Re:``, ``Fwd:``, and ``FW:``\n - Repeats prefix stripping to handle stacked prefixes\n - Collapses excessive whitespace\n - Preserves original casing (no lowercasing)\n\n **Guarantees:**\n\n - This function is intentionally conservative and avoids aggressive transformations that could alter the semantic meaning of the subject"
"docstring": "Normalize an email subject for thread-level comparison.\n\nArgs:\n subject (str):\n Raw subject line from a message header.\n\nReturns:\n str:\n Normalized subject string suitable for thread grouping.\n\nNotes:\n **Responsibilities:**\n\n - Strips common prefixes such as `Re:`, `Fwd:`, and `FW:`.\n - Repeats prefix stripping to handle stacked prefixes.\n - Collapses excessive whitespace.\n - Preserves original casing (no lowercasing).\n\n **Guarantees:**\n\n - This function is intentionally conservative and avoids aggressive\n transformations that could alter the semantic meaning of the subject."
},
"body": {
"name": "body",
"kind": "module",
"path": "mail_intake.parsers.body",
"signature": null,
"docstring": "Message body extraction utilities for Mail Intake.\n\nThis module contains helper functions for extracting a best-effort\nplain-text body from provider-native message payloads.\n\nThe logic is intentionally tolerant of malformed or partial data and\nprefers human-readable text over fidelity to original formatting.",
"docstring": "# Summary\n\nMessage body extraction utilities for Mail Intake.\n\nThis module contains helper functions for extracting a best-effort\nplain-text body from provider-native message payloads.\n\nThe logic is intentionally tolerant of malformed or partial data and\nprefers human-readable text over fidelity to original formatting.",
"members": {
"base64": {
"name": "base64",
@@ -79,14 +79,14 @@
"kind": "class",
"path": "mail_intake.parsers.body.MailIntakeParsingError",
"signature": "<bound method Alias.signature of Alias('MailIntakeParsingError', 'mail_intake.exceptions.MailIntakeParsingError')>",
"docstring": "Errors encountered while parsing message content.\n\nNotes:\n **Lifecycle:**\n\n - Raised when raw provider payloads cannot be interpreted or normalized into internal domain models"
"docstring": "Errors encountered while parsing message content.\n\nNotes:\n **Lifecycle:**\n\n - Raised when raw provider payloads cannot be interpreted or\n normalized into internal domain models."
},
"extract_body": {
"name": "extract_body",
"kind": "function",
"path": "mail_intake.parsers.body.extract_body",
"signature": "<bound method Function.signature of Function('extract_body', 77, 122)>",
"docstring": "Extract the best-effort message body from a Gmail payload.\n\nPriority:\n1. text/plain\n2. text/html (stripped to text)\n3. Single-part body\n4. empty string (if nothing usable found)\n\nArgs:\n payload: Provider-native message payload dictionary.\n\nReturns:\n Extracted plain-text message body."
"signature": "<bound method Function.signature of Function('extract_body', 85, 133)>",
"docstring": "Extract the best-effort message body from a Gmail payload.\n\nPriority:\n\n1. `text/plain`\n2. `text/html` (stripped to text)\n3. Single-part body\n4. Empty string (if nothing usable found)\n\nArgs:\n payload (Dict[str, Any]):\n Provider-native message payload dictionary.\n\nReturns:\n str:\n Extracted plain-text message body."
}
}
},
@@ -95,7 +95,7 @@
"kind": "module",
"path": "mail_intake.parsers.headers",
"signature": null,
"docstring": "Message header parsing utilities for Mail Intake.\n\n---\n\n## Summary\n\nThis module provides helper functions for normalizing and extracting\nuseful information from provider-native message headers.\n\nThe functions here are intentionally simple and tolerant of malformed\nor incomplete header data.",
"docstring": "# Summary\n\nMessage header parsing utilities for Mail Intake.\n\nThis module provides helper functions for normalizing and extracting\nuseful information from provider-native message headers.\n\nThe functions here are intentionally simple and tolerant of malformed\nor incomplete header data.",
"members": {
"Dict": {
"name": "Dict",
@@ -129,15 +129,15 @@
"name": "parse_headers",
"kind": "function",
"path": "mail_intake.parsers.headers.parse_headers",
"signature": "<bound method Function.signature of Function('parse_headers', 18, 62)>",
"docstring": "Convert a list of Gmail-style headers into a normalized dict.\n\nArgs:\n raw_headers (List[Dict[str, str]]):\n List of header dictionaries, each containing ``name`` and ``value`` keys.\n\nReturns:\n Dict[str, str]:\n Dictionary mapping lowercase header names to stripped values.\n\nNotes:\n **Guarantees:**\n\n - Provider payloads (such as Gmail) typically represent headers as a list of name/value mappings\n - This function normalizes them into a case-insensitive dictionary keyed by lowercase header names\n\nExample:\n Typical usage:\n \n Input:\n [\n {\"name\": \"From\", \"value\": \"John Doe <john@example.com>\"},\n {\"name\": \"Subject\", \"value\": \"Re: Interview Update\"},\n ]\n\n Output:\n {\n \"from\": \"John Doe <john@example.com>\",\n \"subject\": \"Re: Interview Update\",\n }"
"signature": "<bound method Function.signature of Function('parse_headers', 16, 64)>",
"docstring": "Convert a list of Gmail-style headers into a normalized dict.\n\nArgs:\n raw_headers (List[Dict[str, str]]):\n List of header dictionaries, each containing `name` and `value` keys.\n\nReturns:\n Dict[str, str]:\n Dictionary mapping lowercase header names to stripped values.\n\nNotes:\n **Guarantees:**\n\n - Provider payloads (such as Gmail) typically represent headers as a\n list of name/value mappings.\n - This function normalizes them into a case-insensitive dictionary\n keyed by lowercase header names.\n\nExample:\n Typical usage:\n\n ```python\n Input:\n [\n {\"name\": \"From\", \"value\": \"John Doe <john@example.com>\"},\n {\"name\": \"Subject\", \"value\": \"Re: Interview Update\"},\n ]\n\n Output:\n {\n \"from\": \"John Doe <john@example.com>\",\n \"subject\": \"Re: Interview Update\",\n }\n ```"
},
"extract_sender": {
"name": "extract_sender",
"kind": "function",
"path": "mail_intake.parsers.headers.extract_sender",
"signature": "<bound method Function.signature of Function('extract_sender', 65, 98)>",
"docstring": "Extract sender email and optional display name from headers.\n\nArgs:\n headers (Dict[str, str]):\n Normalized header dictionary as returned by :func:`parse_headers`.\n\nReturns:\n Tuple[str, Optional[str]]:\n A tuple ``(email, name)`` where ``email`` is the sender email address and ``name`` is the display name, or ``None`` if unavailable.\n\nNotes:\n **Responsibilities:**\n\n - This function parses the ``From`` header and attempts to extract sender email address and optional human-readable display name\n\nExample:\n Typical values:\n\n ``\"John Doe <john@example.com>\"`` -> ``(\"john@example.com\", \"John Doe\")``\n ``\"john@example.com\"`` -> ``(\"john@example.com\", None)``"
"signature": "<bound method Function.signature of Function('extract_sender', 67, 102)>",
"docstring": "Extract sender email and optional display name from headers.\n\nArgs:\n headers (Dict[str, str]):\n Normalized header dictionary as returned by `parse_headers()`.\n\nReturns:\n Tuple[str, Optional[str]]:\n A tuple `(email, name)` where `email` is the sender email address\n and `name` is the display name, or `None` if unavailable.\n\nNotes:\n **Responsibilities:**\n\n - This function parses the `From` header and attempts to extract\n sender email address and optional human-readable display name.\n\nExample:\n Typical values:\n\n - `\"John Doe <john@example.com>\"` -> `(\"john@example.com\", \"John Doe\")`\n - `\"john@example.com\"` -> `(\"john@example.com\", None)`"
}
}
},
@@ -146,7 +146,7 @@
"kind": "module",
"path": "mail_intake.parsers.subject",
"signature": null,
"docstring": "Subject line normalization utilities for Mail Intake.\n\n---\n\n## Summary\n\nThis module provides helper functions for normalizing email subject lines\nto enable reliable thread-level comparison and grouping.\n\nNormalization is intentionally conservative to avoid altering semantic\nmeaning while removing common reply and forward prefixes.",
"docstring": "# Summary\n\nSubject line normalization utilities for Mail Intake.\n\nThis module provides helper functions for normalizing email subject lines\nto enable reliable thread-level comparison and grouping.\n\nNormalization is intentionally conservative to avoid altering semantic\nmeaning while removing common reply and forward prefixes.",
"members": {
"re": {
"name": "re",
@@ -159,8 +159,8 @@
"name": "normalize_subject",
"kind": "function",
"path": "mail_intake.parsers.subject.normalize_subject",
"signature": "<bound method Function.signature of Function('normalize_subject', 24, 63)>",
"docstring": "Normalize an email subject for thread-level comparison.\n\nArgs:\n subject (str):\n Raw subject line from a message header.\n\nReturns:\n str:\n Normalized subject string suitable for thread grouping.\n\nNotes:\n **Responsibilities:**\n\n - Strips common prefixes such as ``Re:``, ``Fwd:``, and ``FW:``\n - Repeats prefix stripping to handle stacked prefixes\n - Collapses excessive whitespace\n - Preserves original casing (no lowercasing)\n\n **Guarantees:**\n\n - This function is intentionally conservative and avoids aggressive transformations that could alter the semantic meaning of the subject"
"signature": "<bound method Function.signature of Function('normalize_subject', 22, 62)>",
"docstring": "Normalize an email subject for thread-level comparison.\n\nArgs:\n subject (str):\n Raw subject line from a message header.\n\nReturns:\n str:\n Normalized subject string suitable for thread grouping.\n\nNotes:\n **Responsibilities:**\n\n - Strips common prefixes such as `Re:`, `Fwd:`, and `FW:`.\n - Repeats prefix stripping to handle stacked prefixes.\n - Collapses excessive whitespace.\n - Preserves original casing (no lowercasing).\n\n **Guarantees:**\n\n - This function is intentionally conservative and avoids aggressive\n transformations that could alter the semantic meaning of the subject."
}
}
}