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Commit aefd9f11 authored by zhouxiang's avatar zhouxiang
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dcu平台fastllm推理框架

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example/Win32Demo/fastllm.vcxproj 0 → 100644
View file @ aefd9f11
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\ No newline at end of file
example/Win32Demo/httplib.h 0 → 100644
View file @ aefd9f11
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example/apiserver/apiserver.cpp 0 → 100644
View file @ aefd9f11
// Provide by Jacques CHEN (http://whchen.net/index.php/About.html)
// HTML file reference from ChatGLM-MNN （https://github.com/wangzhaode/ChatGLM-MNN)
#include "model.h"
#include <cstdio>
#include <cstring>
#include <iostream>
#include <thread>
#include <stdlib.h>
#include <string>
#include <mutex>
#include "json11.hpp"
/*
* Headers
*/
#ifdef _WIN32
#ifndef _CRT_SECURE_NO_WARNINGS
#define _CRT_SECURE_NO_WARNINGS
#endif //_CRT_SECURE_NO_WARNINGS
#ifndef _CRT_NONSTDC_NO_DEPRECATE
#define _CRT_NONSTDC_NO_DEPRECATE
#endif //_CRT_NONSTDC_NO_DEPRECATE
#if defined(_MSC_VER)
#if _MSC_VER < 1900
#error Sorry, Visual Studio versions prior to 2015 are not supported
#endif
#pragma comment(lib, "ws2_32.lib")
#ifdef _WIN64
using ssize_t = __int64;
#else
using ssize_t = long;
#endif
#endif // _MSC_VER
#ifndef S_ISREG
#define S_ISREG(m) (((m)&S_IFREG) == S_IFREG)
#endif // S_ISREG
#ifndef S_ISDIR
#define S_ISDIR(m) (((m)&S_IFDIR) == S_IFDIR)
#endif // S_ISDIR
#ifndef NOMINMAX
#define NOMINMAX
#endif // NOMINMAX
#include <io.h>
#include <winsock2.h>
#include <ws2tcpip.h>
#ifndef WSA_FLAG_NO_HANDLE_INHERIT
#define WSA_FLAG_NO_HANDLE_INHERIT 0x80
#endif
#ifndef strcasecmp
#define strcasecmp _stricmp
#endif // strcasecmp
using socket_t = SOCKET;
#ifdef CPPHTTPLIB_USE_POLL
#define poll(fds, nfds, timeout) WSAPoll(fds, nfds, timeout)
#endif
#else // not _WIN32
#include <arpa/inet.h>
#ifndef _AIX
#include <ifaddrs.h>
#endif
#include <net/if.h>
#include <netdb.h>
#include <netinet/in.h>
#ifdef __linux__
#include <resolv.h>
#endif
#include <netinet/tcp.h>
#ifdef CPPHTTPLIB_USE_POLL
#include <poll.h>
#endif
#include <csignal>
#include <pthread.h>
#include <sys/select.h>
#include <sys/socket.h>
#include <sys/un.h>
#include <unistd.h>
using socket_t = int;
#ifndef INVALID_SOCKET
#define INVALID_SOCKET (-1)
#endif
#endif //_WIN32
#include <algorithm>
#include <array>
#include <atomic>
#include <cassert>
#include <cctype>
#include <climits>
#include <condition_variable>
#include <cstring>
#include <errno.h>
#include <fcntl.h>
#include <fstream>
#include <functional>
#include <iomanip>
#include <iostream>
#include <list>
#include <map>
#include <memory>
#include <mutex>
#include <random>
#include <regex>
#include <set>
#include <sstream>
#include <string>
#include <sys/stat.h>
#include <thread>
struct APIConfig {
std::string path = "chatglm-6b-int4.bin"; // 模型文件路径
std::string webPath = "web"; // 网页文件路径
int threads = 4; // 使用的线程数
bool lowMemMode = false; // 是否使用低内存模式
int port = 8080; // 端口号
};
void ToNext(char * &cur, const std::string &target, std::string &v) {
v = "";
while (*cur != 0) {
bool stop = true;
for (int i = 0; i < target.size(); i++) {
if (cur[i] != target[i]) {
stop = false;
break;
}
}
if (stop && target.size() > 0) {
cur += target.size();
break;
} else {
v += *(cur++);
}
}
}
struct HttpRequest {
std::string method;
std::string route;
std::string type;
std::unordered_map <std::string, std::string> headers;
std::string body;
void Init (char *buffer) {
char *old = buffer;
headers.clear();
ToNext(buffer, " ", method);
ToNext(buffer, " ", route);
ToNext(buffer, "\r\n", type);
while (true) {
if (buffer[0] == 0 || ((long long)(buffer - old)) > 1024 * 1024) {
break;
}
if (buffer[0] == '\r' && buffer[1] == '\n') {
buffer += 2;
ToNext(buffer, "", body);
break;
} else {
std::string key;
ToNext(buffer, ":", key);
ToNext(buffer, "\r\n", headers[key]);
}
}
}
void Print() {
for (auto &it : headers) {
printf("%s: %s\n", it.first.c_str(), it.second.c_str());
}
printf("body: %s\n", body.c_str());
}
};
struct WorkNode {
int client;
HttpRequest request;
json11::Json config;
std::string error;
void Init(char *buffer, int client) {
this->client = client;
request.Init(buffer);
config = json11::Json::parse(request.body, this->error);
}
};
struct WorkQueue {
std::unique_ptr<fastllm::basellm> model;
int maxActivateQueryNumber = 128;
int activateQueryNumber = 0;
int totalQueryNumber = 0;
std::mutex locker;
std::condition_variable cv;
std::queue <WorkNode*> q;
std::thread *loop;
void Push(char *buffer, int client) {
locker.lock();
q.push(new WorkNode());
q.back()->Init(buffer, client);
locker.unlock();
cv.notify_all();
}
void Start() {
loop = new std::thread ([] (WorkQueue *ts) {
while (true) {
std::unique_lock <std::mutex> lock(ts->locker);
if (ts->activateQueryNumber >= ts->maxActivateQueryNumber) {
sleep(0);
continue;
}
if (ts->q.empty()) {
ts->cv.wait(lock);
}
while (ts->activateQueryNumber < ts->maxActivateQueryNumber && !ts->q.empty()) {
WorkNode *now = ts->q.front();
ts->q.pop();
ts->activateQueryNumber++;
//ts->totalQueryNumber++;
//printf("totalQueryNumber = %d\n", ts->totalQueryNumber);
//printf("activate = %d, q.size() = %d\n", ts->activateQueryNumber, (int) ts->q.size());
new std::thread([](WorkQueue *ts, WorkNode *now) {
ts->Deal(now);
printf("Response client %d finish\n", now->client);
ts->locker.lock();
ts->activateQueryNumber--;
ts->locker.unlock();
}, ts, now);
}
}
}, this);
}
void Deal(WorkNode *node) {
auto *req = &node->request;
if (req->route != "/generate" || req->method != "POST") {
close(node->client);
return;
}
std::string message = "";
message += "HTTP/1.1 200 OK\r\n";
message += "Content-Type:application/json\r\n";
message += "server:fastllm api server\r\n";
message += "\r\n";
if (node->error == "") {
if (node->config["prompt"].is_null()) {
node->error = "prompt is empty!";
}
}
if (node->error != "") {
printf("error body = %s, prompt = %s, error = %s\n", node->request.body.c_str(), node->config["prompt"].string_value().c_str(), node->error.c_str());
message += node->error;
int ret = write(node->client, message.c_str(), message.length()); //返回error
close(node->client);
return;
}
std::string output = "";
auto prompt = model->MakeInput("", 0, node->config["prompt"].string_value());
auto inputs = model->weight.tokenizer.Encode(prompt);
std::vector<int> tokens;
for (int i = 0; i < inputs.Count(0); i++) {
tokens.push_back(((float *) inputs.cpuData)[i]);
}
fastllm::GenerationConfig config;
config.output_token_limit = node->config["max_tokens"].is_null() ? 200 : node->config["max_tokens"].int_value();
int handleId = model->LaunchResponseTokens(tokens, config);
std::vector<float> results;
while (true) {
int result = model->FetchResponseTokens(handleId);
if (result == -1) {
break;
} else {
results.clear();
results.push_back(result);
output += model->weight.tokenizer.Decode(fastllm::Data (fastllm::DataType::FLOAT32, {(int)results.size()}, results));
}
}
message += output;
int ret = write(node->client, message.c_str(), message.length()); //返回message
close(node->client);
}
} workQueue;
void Usage() {
std::cout << "Usage:" << std::endl;
std::cout << "[-h|--help]: 显示帮助" << std::endl;
std::cout << "<-p|--path> <args>: 模型文件的路径" << std::endl;
std::cout << "<-w|--web> <args>: 网页文件的路径" << std::endl;
std::cout << "<-t|--threads> <args>: 使用的线程数量" << std::endl;
std::cout << "<-l|--low>: 使用低内存模式" << std::endl;
std::cout << "<--port> <args>: 网页端口号" << std::endl;
}
void ParseArgs(int argc, char **argv, APIConfig &config) {
std::vector <std::string> sargv;
for (int i = 0; i < argc; i++) {
sargv.push_back(std::string(argv[i]));
}
for (int i = 1; i < argc; i++) {
if (sargv[i] == "-h" || sargv[i] == "--help") {
Usage();
exit(0);
} else if (sargv[i] == "-p" || sargv[i] == "--path") {
config.path = sargv[++i];
} else if (sargv[i] == "-t" || sargv[i] == "--threads") {
config.threads = atoi(sargv[++i].c_str());
} else if (sargv[i] == "-l" || sargv[i] == "--low") {
config.lowMemMode = true;
} else if (sargv[i] == "-w" || sargv[i] == "--web") {
config.webPath = sargv[++i];
} else if (sargv[i] == "--port") {
config.port = atoi(sargv[++i].c_str());
} else {
Usage();
exit(-1);
}
}
}
char buff[1024 * 1024] = {0};
std::string url = "generate";
std::mutex locker;
int main(int argc, char** argv) {
APIConfig config;
ParseArgs(argc, argv, config);
fastllm::SetThreads(config.threads);
fastllm::SetLowMemMode(config.lowMemMode);
workQueue.model = fastllm::CreateLLMModelFromFile(config.path);
workQueue.Start();
int local_fd = socket(AF_INET, SOCK_STREAM, 0);
if (local_fd == -1) {
std::cout << "socket error!" << std::endl;
exit(-1);
}
std::cout << "socket ready!" << std::endl;
struct sockaddr_in local_addr;
local_addr.sin_family = AF_INET;
local_addr.sin_port = htons(8080); //绑定端口
local_addr.sin_addr.s_addr = INADDR_ANY; //绑定本机IP地址
//3.bind()： 将一个网络地址与一个套接字绑定，此处将本地地址绑定到一个套接字上
int res = bind(local_fd, (struct sockaddr *) &local_addr, sizeof(local_addr));
if (res == -1) {
std::cout << "bind error!" << std::endl;
exit(-1);
}
std::cout << "bind ready!" << std::endl;
listen(local_fd, 2000);
printf("start...\n");
int queuePos = 0;
while (true) { //循环接收客户端的请求
//5.创建一个sockaddr_in结构体，用来存储客户机的地址
struct sockaddr_in client_addr;
socklen_t len = sizeof(client_addr);
//6.accept()函数：阻塞运行，直到收到某一客户机的连接请求，并返回客户机的描述符
int client = accept(local_fd, (struct sockaddr *) &client_addr, &len);
if (client == -1) {
exit(-1);
}
int size = read(client, buff, sizeof(buff));
buff[size] = 0;
workQueue.Push(buff, client);
}
return 0;
}
example/apiserver/json11.cpp 0 → 100644
View file @ aefd9f11
/* Copyright (c) 2013 Dropbox, Inc.
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in
* all copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
* THE SOFTWARE.
*/
#include "json11.hpp"
#include <cassert>
#include <cmath>
#include <cstdlib>
#include <cstdio>
#include <limits>
#include <algorithm>
namespace json11 {
static const int max_depth = 200;
using std::string;
using std::vector;
using std::map;
using std::make_shared;
using std::initializer_list;
using std::move;
/* Helper for representing null - just a do-nothing struct, plus comparison
* operators so the helpers in JsonValue work. We can't use nullptr_t because
* it may not be orderable.
*/
struct NullStruct {
bool operator==(NullStruct) const { return true; }
bool operator<(NullStruct) const { return false; }
};
/* * * * * * * * * * * * * * * * * * * *
* Serialization
*/
static void addTabs(string &out, int tabNumber) {
for (int i = 0; i < tabNumber; i++) {
out += "\t";
}
}
static int getTabs(string &out) {
int cur = 0;
for (int i = (int)out.size() - 1; i >= 0; i--) {
if (out[i] == '\t') {
cur++;
} else if (out[i] == '\n') {
return cur;
} else {
cur = 0;
}
}
return cur;
}
static void dump(NullStruct, string &out) {
out += "null";
}
static void dump(double value, string &out) {
if (std::isfinite(value)) {
char buf[32];
snprintf(buf, sizeof buf, "%.12f", value);
out += buf;
} else {
out += "null";
}
}
static void dump(int value, string &out) {
char buf[32];
snprintf(buf, sizeof buf, "%d", value);
out += buf;
}
static void dump(bool value, string &out) {
out += value ? "true" : "false";
}
static void dump(const string &value, string &out) {
out += '"';
for (size_t i = 0; i < value.length(); i++) {
const char ch = value[i];
if (ch == '\\') {
out += "\\\\";
} else if (ch == '"') {
out += "\\\"";
} else if (ch == '\b') {
out += "\\b";
} else if (ch == '\f') {
out += "\\f";
} else if (ch == '\n') {
out += "\\n";
} else if (ch == '\r') {
out += "\\r";
} else if (ch == '\t') {
out += "\\t";
} else if (static_cast<uint8_t>(ch) <= 0x1f) {
char buf[8];
snprintf(buf, sizeof buf, "\\u%04x", ch);
out += buf;
} else if (static_cast<uint8_t>(ch) == 0xe2 && static_cast<uint8_t>(value[i+1]) == 0x80
&& static_cast<uint8_t>(value[i+2]) == 0xa8) {
out += "\\u2028";
i += 2;
} else if (static_cast<uint8_t>(ch) == 0xe2 && static_cast<uint8_t>(value[i+1]) == 0x80
&& static_cast<uint8_t>(value[i+2]) == 0xa9) {
out += "\\u2029";
i += 2;
} else {
out += ch;
}
}
out += '"';
}
static void dump(const Json::array &values, string &out) {
if (values.size() == 0) {
out += "[]";
return;
}
int tabs = getTabs(out);
bool first = true;
out += "[\n";
for (const auto &value : values) {
if (!first)
out += ",\n";
addTabs(out, tabs + 1);
value.dump(out);
first = false;
}
out += "\n";
addTabs(out, tabs);
out += "]";
}
bool tfdlCompareKey(const string &a, const string &b) {
std::map <string, int> spKey = {
{"layerName", 0}, {"layerType", 1}, {"input", 2}, {"output", 3},
{"outputDataType", 4}, {"outputDataRange", 5}, {"weightDataType", 6}
};
int valueA = spKey.find(a) == spKey.end() ? 1e9 : spKey[a];
int valueB = spKey.find(b) == spKey.end() ? 1e9 : spKey[b];
return (valueA < valueB || (valueA == valueB && a < b));
}
static void dump(const Json::object &values, string &out) {
int tabs = getTabs(out);
bool first = true;
out += "{\n";
vector <string> keys;
for (const auto &kv : values) {
keys.push_back(kv.first);
}
sort(keys.begin(), keys.end(), tfdlCompareKey);
for (const auto key : keys) {
const auto &kv = *values.find(key);
if (!first)
out += ",\n";
addTabs(out, tabs + 1);
dump(kv.first, out);
out += ": ";
kv.second.dump(out);
first = false;
}
out += "\n";
addTabs(out, tabs);
out += "}";
}
void Json::dump(string &out) const {
m_ptr->dump(out);
}
/* * * * * * * * * * * * * * * * * * * *
* Value wrappers
*/
template <Json::Type tag, typename T>
class Value : public JsonValue {
protected:
// Constructors
explicit Value(const T &value) : m_value(value) {}
explicit Value(T &&value) : m_value(move(value)) {}
// Get type tag
Json::Type type() const override {
return tag;
}
// Comparisons
bool equals(const JsonValue * other) const override {
return m_value == static_cast<const Value<tag, T> *>(other)->m_value;
}
bool less(const JsonValue * other) const override {
return m_value < static_cast<const Value<tag, T> *>(other)->m_value;
}
const T m_value;
void dump(string &out) const override { json11::dump(m_value, out); }
};
class JsonDouble final : public Value<Json::NUMBER, double> {
double number_value() const override { return m_value; }
int int_value() const override { return static_cast<int>(m_value); }
bool equals(const JsonValue * other) const override { return m_value == other->number_value(); }
bool less(const JsonValue * other) const override { return m_value < other->number_value(); }
public:
explicit JsonDouble(double value) : Value(value) {}
};
class JsonInt final : public Value<Json::NUMBER, int> {
double number_value() const override { return m_value; }
int int_value() const override { return m_value; }
bool equals(const JsonValue * other) const override { return m_value == other->number_value(); }
bool less(const JsonValue * other) const override { return m_value < other->number_value(); }
public:
explicit JsonInt(int value) : Value(value) {}
};
class JsonBoolean final : public Value<Json::BOOL, bool> {
bool bool_value() const override { return m_value; }
public:
explicit JsonBoolean(bool value) : Value(value) {}
};
class JsonString final : public Value<Json::STRING, string> {
const string &string_value() const override { return m_value; }
public:
explicit JsonString(const string &value) : Value(value) {}
explicit JsonString(string &&value) : Value(move(value)) {}
};
class JsonArray final : public Value<Json::ARRAY, Json::array> {
const Json::array &array_items() const override { return m_value; }
const Json & operator[](size_t i) const override;
public:
explicit JsonArray(const Json::array &value) : Value(value) {}
explicit JsonArray(Json::array &&value) : Value(move(value)) {}
};
class JsonObject final : public Value<Json::OBJECT, Json::object> {
const Json::object &object_items() const override { return m_value; }
const Json & operator[](const string &key) const override;
public:
explicit JsonObject(const Json::object &value) : Value(value) {}
explicit JsonObject(Json::object &&value) : Value(move(value)) {}
};
class JsonNull final : public Value<Json::NUL, NullStruct> {
public:
JsonNull() : Value({}) {}
};
/* * * * * * * * * * * * * * * * * * * *
* Static globals - static-init-safe
*/
struct Statics {
const std::shared_ptr<JsonValue> null = make_shared<JsonNull>();
const std::shared_ptr<JsonValue> t = make_shared<JsonBoolean>(true);
const std::shared_ptr<JsonValue> f = make_shared<JsonBoolean>(false);
const string empty_string;
const vector<Json> empty_vector;
const map<string, Json> empty_map;
Statics() {}
};
static const Statics & statics() {
static const Statics s {};
return s;
}
static const Json & static_null() {
// This has to be separate, not in Statics, because Json() accesses statics().null.
static const Json json_null;
return json_null;
}
/* * * * * * * * * * * * * * * * * * * *
* Constructors
*/
Json::Json() noexcept : m_ptr(statics().null) {}
Json::Json(std::nullptr_t) noexcept : m_ptr(statics().null) {}
Json::Json(double value) : m_ptr(make_shared<JsonDouble>(value)) {}
Json::Json(int value) : m_ptr(make_shared<JsonInt>(value)) {}
Json::Json(bool value) : m_ptr(value ? statics().t : statics().f) {}
Json::Json(const string &value) : m_ptr(make_shared<JsonString>(value)) {}
Json::Json(string &&value) : m_ptr(make_shared<JsonString>(move(value))) {}
Json::Json(const char * value) : m_ptr(make_shared<JsonString>(value)) {}
Json::Json(const Json::array &values) : m_ptr(make_shared<JsonArray>(values)) {}
Json::Json(Json::array &&values) : m_ptr(make_shared<JsonArray>(move(values))) {}
Json::Json(const Json::object &values) : m_ptr(make_shared<JsonObject>(values)) {}
Json::Json(Json::object &&values) : m_ptr(make_shared<JsonObject>(move(values))) {}
/* * * * * * * * * * * * * * * * * * * *
* Accessors
*/
Json::Type Json::type() const { return m_ptr->type(); }
double Json::number_value() const { return m_ptr->number_value(); }
int Json::int_value() const { return m_ptr->int_value(); }
bool Json::bool_value() const { return m_ptr->bool_value(); }
const string & Json::string_value() const { return m_ptr->string_value(); }
const vector<Json> & Json::array_items() const { return m_ptr->array_items(); }
const map<string, Json> & Json::object_items() const { return m_ptr->object_items(); }
const Json & Json::operator[] (size_t i) const { return (*m_ptr)[i]; }
const Json & Json::operator[] (const string &key) const { return (*m_ptr)[key]; }
double JsonValue::number_value() const { return 0; }
int JsonValue::int_value() const { return 0; }
bool JsonValue::bool_value() const { return false; }
const string & JsonValue::string_value() const { return statics().empty_string; }
const vector<Json> & JsonValue::array_items() const { return statics().empty_vector; }
const map<string, Json> & JsonValue::object_items() const { return statics().empty_map; }
const Json & JsonValue::operator[] (size_t) const { return static_null(); }
const Json & JsonValue::operator[] (const string &) const { return static_null(); }
const Json & JsonObject::operator[] (const string &key) const {
auto iter = m_value.find(key);
return (iter == m_value.end()) ? static_null() : iter->second;
}
const Json & JsonArray::operator[] (size_t i) const {
if (i >= m_value.size()) return static_null();
else return m_value[i];
}
/* * * * * * * * * * * * * * * * * * * *
* Comparison
*/
bool Json::operator== (const Json &other) const {
if (m_ptr == other.m_ptr)
return true;
if (m_ptr->type() != other.m_ptr->type())
return false;
return m_ptr->equals(other.m_ptr.get());
}
bool Json::operator< (const Json &other) const {
if (m_ptr == other.m_ptr)
return false;
if (m_ptr->type() != other.m_ptr->type())
return m_ptr->type() < other.m_ptr->type();
return m_ptr->less(other.m_ptr.get());
}
/* * * * * * * * * * * * * * * * * * * *
* Parsing
*/
/* esc(c)
*
* Format char c suitable for printing in an error message.
*/
static inline string esc(char c) {
char buf[12];
if (static_cast<uint8_t>(c) >= 0x20 && static_cast<uint8_t>(c) <= 0x7f) {
snprintf(buf, sizeof buf, "'%c' (%d)", c, c);
} else {
snprintf(buf, sizeof buf, "(%d)", c);
}
return string(buf);
}
static inline bool in_range(long x, long lower, long upper) {
return (x >= lower && x <= upper);
}
namespace {
/* JsonParser
*
* Object that tracks all state of an in-progress parse.
*/
struct JsonParser final {
/* State
*/
const string &str;
size_t i;
string &err;
bool failed;
const JsonParse strategy;
/* fail(msg, err_ret = Json())
*
* Mark this parse as failed.
*/
Json fail(string &&msg) {
return fail(move(msg), Json());
}
template <typename T>
T fail(string &&msg, const T err_ret) {
if (!failed)
err = std::move(msg);
failed = true;
return err_ret;
}
/* consume_whitespace()
*
* Advance until the current character is non-whitespace.
*/
void consume_whitespace() {
while (str[i] == ' ' || str[i] == '\r' || str[i] == '\n' || str[i] == '\t')
i++;
}
/* consume_comment()
*
* Advance comments (c-style inline and multiline).
*/
bool consume_comment() {
bool comment_found = false;
if (str[i] == '/') {
i++;
if (i == str.size())
return fail("unexpected end of input after start of comment", false);
if (str[i] == '/') { // inline comment
i++;
// advance until next line, or end of input
while (i < str.size() && str[i] != '\n') {
i++;
}
comment_found = true;
}
else if (str[i] == '*') { // multiline comment
i++;
if (i > str.size()-2)
return fail("unexpected end of input inside multi-line comment", false);
// advance until closing tokens
while (!(str[i] == '*' && str[i+1] == '/')) {
i++;
if (i > str.size()-2)
return fail(
"unexpected end of input inside multi-line comment", false);
}
i += 2;
comment_found = true;
}
else
return fail("malformed comment", false);
}
return comment_found;
}
/* consume_garbage()
*
* Advance until the current character is non-whitespace and non-comment.
*/
void consume_garbage() {
consume_whitespace();
if(strategy == JsonParse::COMMENTS) {
bool comment_found = false;
do {
comment_found = consume_comment();
if (failed) return;
consume_whitespace();
}
while(comment_found);
}
}
/* get_next_token()
*
* Return the next non-whitespace character. If the end of the input is reached,
* flag an error and return 0.
*/
char get_next_token() {
consume_garbage();
if (failed) return (char)0;
if (i == str.size())
return fail("unexpected end of input", (char)0);
return str[i++];
}
/* encode_utf8(pt, out)
*
* Encode pt as UTF-8 and add it to out.
*/
void encode_utf8(long pt, string & out) {
if (pt < 0)
return;
if (pt < 0x80) {
out += static_cast<char>(pt);
} else if (pt < 0x800) {
out += static_cast<char>((pt >> 6) | 0xC0);
out += static_cast<char>((pt & 0x3F) | 0x80);
} else if (pt < 0x10000) {
out += static_cast<char>((pt >> 12) | 0xE0);
out += static_cast<char>(((pt >> 6) & 0x3F) | 0x80);
out += static_cast<char>((pt & 0x3F) | 0x80);
} else {
out += static_cast<char>((pt >> 18) | 0xF0);
out += static_cast<char>(((pt >> 12) & 0x3F) | 0x80);
out += static_cast<char>(((pt >> 6) & 0x3F) | 0x80);
out += static_cast<char>((pt & 0x3F) | 0x80);
}
}
/* parse_string()
*
* Parse a string, starting at the current position.
*/
string parse_string() {
string out;
long last_escaped_codepoint = -1;
while (true) {
if (i == str.size())
return fail("unexpected end of input in string", "");
char ch = str[i++];
if (ch == '"') {
encode_utf8(last_escaped_codepoint, out);
return out;
}
if (in_range(ch, 0, 0x1f))
return fail("unescaped " + esc(ch) + " in string", "");
// The usual case: non-escaped characters
if (ch != '\\') {
encode_utf8(last_escaped_codepoint, out);
last_escaped_codepoint = -1;
out += ch;
continue;
}
// Handle escapes
if (i == str.size())
return fail("unexpected end of input in string", "");
ch = str[i++];
if (ch == 'u') {
// Extract 4-byte escape sequence
string esc = str.substr(i, 4);
// Explicitly check length of the substring. The following loop
// relies on std::string returning the terminating NUL when
// accessing str[length]. Checking here reduces brittleness.
if (esc.length() < 4) {
return fail("bad \\u escape: " + esc, "");
}
for (size_t j = 0; j < 4; j++) {
if (!in_range(esc[j], 'a', 'f') && !in_range(esc[j], 'A', 'F')
&& !in_range(esc[j], '0', '9'))
return fail("bad \\u escape: " + esc, "");
}
long codepoint = strtol(esc.data(), nullptr, 16);
// JSON specifies that characters outside the BMP shall be encoded as a pair
// of 4-hex-digit \u escapes encoding their surrogate pair components. Check
// whether we're in the middle of such a beast: the previous codepoint was an
// escaped lead (high) surrogate, and this is a trail (low) surrogate.
if (in_range(last_escaped_codepoint, 0xD800, 0xDBFF)
&& in_range(codepoint, 0xDC00, 0xDFFF)) {
// Reassemble the two surrogate pairs into one astral-plane character, per
// the UTF-16 algorithm.
encode_utf8((((last_escaped_codepoint - 0xD800) << 10)
| (codepoint - 0xDC00)) + 0x10000, out);
last_escaped_codepoint = -1;
} else {
encode_utf8(last_escaped_codepoint, out);
last_escaped_codepoint = codepoint;
}
i += 4;
continue;
}
encode_utf8(last_escaped_codepoint, out);
last_escaped_codepoint = -1;
if (ch == 'b') {
out += '\b';
} else if (ch == 'f') {
out += '\f';
} else if (ch == 'n') {
out += '\n';
} else if (ch == 'r') {
out += '\r';
} else if (ch == 't') {
out += '\t';
} else if (ch == '"' || ch == '\\' || ch == '/') {
out += ch;
} else {
return fail("invalid escape character " + esc(ch), "");
}
}
}
/* parse_number()
*
* Parse a double.
*/
Json parse_number() {
size_t start_pos = i;
if (str[i] == '-')
i++;
// Integer part
if (str[i] == '0') {
i++;
if (in_range(str[i], '0', '9'))
return fail("leading 0s not permitted in numbers");
} else if (in_range(str[i], '1', '9')) {
i++;
while (in_range(str[i], '0', '9'))
i++;
} else {
return fail("invalid " + esc(str[i]) + " in number");
}
if (str[i] != '.' && str[i] != 'e' && str[i] != 'E'
&& (i - start_pos) <= static_cast<size_t>(std::numeric_limits<int>::digits10)) {
return std::atoi(str.c_str() + start_pos);
}
// Decimal part
if (str[i] == '.') {
i++;
if (!in_range(str[i], '0', '9'))
return fail("at least one digit required in fractional part");
while (in_range(str[i], '0', '9'))
i++;
}
// Exponent part
if (str[i] == 'e' || str[i] == 'E') {
i++;
if (str[i] == '+' || str[i] == '-')
i++;
if (!in_range(str[i], '0', '9'))
return fail("at least one digit required in exponent");
while (in_range(str[i], '0', '9'))
i++;
}
return std::strtod(str.c_str() + start_pos, nullptr);
}
/* expect(str, res)
*
* Expect that 'str' starts at the character that was just read. If it does, advance
* the input and return res. If not, flag an error.
*/
Json expect(const string &expected, Json res) {
assert(i != 0);
i--;
if (str.compare(i, expected.length(), expected) == 0) {
i += expected.length();
return res;
} else {
return fail("parse error: expected " + expected + ", got " + str.substr(i, expected.length()));
}
}
/* parse_json()
*
* Parse a JSON object.
*/
Json parse_json(int depth) {
if (depth > max_depth) {
return fail("exceeded maximum nesting depth");
}
char ch = get_next_token();
if (failed)
return Json();
if (ch == '-' || (ch >= '0' && ch <= '9')) {
i--;
return parse_number();
}
if (ch == 't')
return expect("true", true);
if (ch == 'f')
return expect("false", false);
if (ch == 'n')
return expect("null", Json());
if (ch == '"')
return parse_string();
if (ch == '{') {
map<string, Json> data;
ch = get_next_token();
if (ch == '}')
return data;
while (1) {
if (ch != '"')
return fail("expected '\"' in object, got " + esc(ch));
string key = parse_string();
if (failed)
return Json();
ch = get_next_token();
if (ch != ':')
return fail("expected ':' in object, got " + esc(ch));
data[std::move(key)] = parse_json(depth + 1);
if (failed)
return Json();
ch = get_next_token();
if (ch == '}')
break;
if (ch != ',')
return fail("expected ',' in object, got " + esc(ch));
ch = get_next_token();
}
return data;
}
if (ch == '[') {
vector<Json> data;
ch = get_next_token();
if (ch == ']')
return data;
while (1) {
i--;
data.push_back(parse_json(depth + 1));
if (failed)
return Json();
ch = get_next_token();
if (ch == ']')
break;
if (ch != ',')
return fail("expected ',' in list, got " + esc(ch));
ch = get_next_token();
(void)ch;
}
return data;
}
return fail("expected value, got " + esc(ch));
}
};
}//namespace {
Json Json::parse(const string &in, string &err, JsonParse strategy) {
JsonParser parser { in, 0, err, false, strategy };
Json result = parser.parse_json(0);
// Check for any trailing garbage
parser.consume_garbage();
if (parser.failed)
return Json();
if (parser.i != in.size())
return parser.fail("unexpected trailing " + esc(in[parser.i]));
return result;
}
// Documented in json11.hpp
vector<Json> Json::parse_multi(const string &in,
std::string::size_type &parser_stop_pos,
string &err,
JsonParse strategy) {
JsonParser parser { in, 0, err, false, strategy };
parser_stop_pos = 0;
vector<Json> json_vec;
while (parser.i != in.size() && !parser.failed) {
json_vec.push_back(parser.parse_json(0));
if (parser.failed)
break;
// Check for another object
parser.consume_garbage();
if (parser.failed)
break;
parser_stop_pos = parser.i;
}
return json_vec;
}
/* * * * * * * * * * * * * * * * * * * *
* Shape-checking
*/
bool Json::has_shape(const shape & types, string & err) const {
if (!is_object()) {
err = "expected JSON object, got " + dump();
return false;
}
for (auto & item : types) {
if ((*this)[item.first].type() != item.second) {
err = "bad type for " + item.first + " in " + dump();
return false;
}
}
return true;
}
} // namespace json11
example/apiserver/json11.hpp 0 → 100644
View file @ aefd9f11
/* json11
*
* json11 is a tiny JSON library for C++11, providing JSON parsing and serialization.
*
* The core object provided by the library is json11::Json. A Json object represents any JSON
* value: null, bool, number (int or double), string (std::string), array (std::vector), or
* object (std::map).
*
* Json objects act like values: they can be assigned, copied, moved, compared for equality or
* order, etc. There are also helper methods Json::dump, to serialize a Json to a string, and
* Json::parse (static) to parse a std::string as a Json object.
*
* Internally, the various types of Json object are represented by the JsonValue class
* hierarchy.
*
* A note on numbers - JSON specifies the syntax of number formatting but not its semantics,
* so some JSON implementations distinguish between integers and floating-point numbers, while
* some don't. In json11, we choose the latter. Because some JSON implementations (namely
* Javascript itself) treat all numbers as the same type, distinguishing the two leads
* to JSON that will be *silently* changed by a round-trip through those implementations.
* Dangerous! To avoid that risk, json11 stores all numbers as double internally, but also
* provides integer helpers.
*
* Fortunately, double-precision IEEE754 ('double') can precisely store any integer in the
* range +/-2^53, which includes every 'int' on most systems. (Timestamps often use int64
* or long long to avoid the Y2038K problem; a double storing microseconds since some epoch
* will be exact for +/- 275 years.)
*/
/* Copyright (c) 2013 Dropbox, Inc.
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in
* all copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
* THE SOFTWARE.
*/
#pragma once
#include <string>
#include <vector>
#include <map>
#include <memory>
#include <initializer_list>
#ifdef _MSC_VER
#if _MSC_VER <= 1800 // VS 2013
#ifndef noexcept
#define noexcept throw()
#endif
#ifndef snprintf
#define snprintf _snprintf_s
#endif
#endif
#endif
namespace json11 {
enum JsonParse {
STANDARD, COMMENTS
};
class JsonValue;
class Json final {
public:
// Types
enum Type {
NUL, NUMBER, BOOL, STRING, ARRAY, OBJECT
};
// Array and object typedefs
typedef std::vector<Json> array;
typedef std::map<std::string, Json> object;
// Constructors for the various types of JSON value.
Json() noexcept; // NUL
Json(std::nullptr_t) noexcept; // NUL
Json(double value); // NUMBER
Json(int value); // NUMBER
Json(bool value); // BOOL
Json(const std::string &value); // STRING
Json(std::string &&value); // STRING
Json(const char * value); // STRING
Json(const array &values); // ARRAY
Json(array &&values); // ARRAY
Json(const object &values); // OBJECT
Json(object &&values); // OBJECT
// Implicit constructor: anything with a to_json() function.
template <class T, class = decltype(&T::to_json)>
Json(const T & t) : Json(t.to_json()) {}
// Implicit constructor: map-like objects (std::map, std::unordered_map, etc)
template <class M, typename std::enable_if<
std::is_constructible<std::string, decltype(std::declval<M>().begin()->first)>::value
&& std::is_constructible<Json, decltype(std::declval<M>().begin()->second)>::value,
int>::type = 0>
Json(const M & m) : Json(object(m.begin(), m.end())) {}
// Implicit constructor: vector-like objects (std::list, std::vector, std::set, etc)
template <class V, typename std::enable_if<
std::is_constructible<Json, decltype(*std::declval<V>().begin())>::value,
int>::type = 0>
Json(const V & v) : Json(array(v.begin(), v.end())) {}
// This prevents Json(some_pointer) from accidentally producing a bool. Use
// Json(bool(some_pointer)) if that behavior is desired.
Json(void *) = delete;
// Accessors
Type type() const;
bool is_null() const { return type() == NUL; }
bool is_number() const { return type() == NUMBER; }
bool is_bool() const { return type() == BOOL; }
bool is_string() const { return type() == STRING; }
bool is_array() const { return type() == ARRAY; }
bool is_object() const { return type() == OBJECT; }
// Return the enclosed value if this is a number, 0 otherwise. Note that json11 does not
// distinguish between integer and non-integer numbers - number_value() and int_value()
// can both be applied to a NUMBER-typed object.
double number_value() const;
int int_value() const;
// Return the enclosed value if this is a boolean, false otherwise.
bool bool_value() const;
// Return the enclosed string if this is a string, "" otherwise.
const std::string &string_value() const;
// Return the enclosed std::vector if this is an array, or an empty vector otherwise.
const array &array_items() const;
// Return the enclosed std::map if this is an object, or an empty map otherwise.
const object &object_items() const;
// Return a reference to arr[i] if this is an array, Json() otherwise.
const Json & operator[](size_t i) const;
// Return a reference to obj[key] if this is an object, Json() otherwise.
const Json & operator[](const std::string &key) const;
// Serialize.
void dump(std::string &out) const;
std::string dump() const {
std::string out;
dump(out);
return out;
}
// Parse. If parse fails, return Json() and assign an error message to err.
static Json parse(const std::string & in,
std::string & err,
JsonParse strategy = JsonParse::STANDARD);
static Json parse(const char * in,
std::string & err,
JsonParse strategy = JsonParse::STANDARD) {
if (in) {
return parse(std::string(in), err, strategy);
} else {
err = "null input";
return nullptr;
}
}
// Parse multiple objects, concatenated or separated by whitespace
static std::vector<Json> parse_multi(
const std::string & in,
std::string::size_type & parser_stop_pos,
std::string & err,
JsonParse strategy = JsonParse::STANDARD);
static inline std::vector<Json> parse_multi(
const std::string & in,
std::string & err,
JsonParse strategy = JsonParse::STANDARD) {
std::string::size_type parser_stop_pos;
return parse_multi(in, parser_stop_pos, err, strategy);
}
bool operator== (const Json &rhs) const;
bool operator< (const Json &rhs) const;
bool operator!= (const Json &rhs) const { return !(*this == rhs); }
bool operator<= (const Json &rhs) const { return !(rhs < *this); }
bool operator> (const Json &rhs) const { return (rhs < *this); }
bool operator>= (const Json &rhs) const { return !(*this < rhs); }
/* has_shape(types, err)
*
* Return true if this is a JSON object and, for each item in types, has a field of
* the given type. If not, return false and set err to a descriptive message.
*/
typedef std::initializer_list<std::pair<std::string, Type>> shape;
bool has_shape(const shape & types, std::string & err) const;
private:
std::shared_ptr<JsonValue> m_ptr;
};
// Internal class hierarchy - JsonValue objects are not exposed to users of this API.
class JsonValue {
protected:
friend class Json;
friend class JsonInt;
friend class JsonDouble;
virtual Json::Type type() const = 0;
virtual bool equals(const JsonValue * other) const = 0;
virtual bool less(const JsonValue * other) const = 0;
virtual void dump(std::string &out) const = 0;
virtual double number_value() const;
virtual int int_value() const;
virtual bool bool_value() const;
virtual const std::string &string_value() const;
virtual const Json::array &array_items() const;
virtual const Json &operator[](size_t i) const;
virtual const Json::object &object_items() const;
virtual const Json &operator[](const std::string &key) const;
virtual ~JsonValue() {}
};
} // namespace json11
example/benchmark/benchmark.cpp 0 → 100644
View file @ aefd9f11
//
// Created by huangyuyang on 6/9/23.
//
#include "model.h"
#include "utils.h"
#include "fstream"
#if defined(_WIN32) or defined(_WIN64)
#include <codecvt>
//GBK locale name in windows
const char* GBK_LOCALE_NAME = ".936";
std::string utf8_to_gbk(const std::string& str)
{
std::wstring_convert<std::codecvt_utf8<wchar_t>> conv;
std::wstring tmp_wstr = conv.from_bytes(str);
std::wstring_convert<std::codecvt_byname<wchar_t, char, mbstate_t>> convert(new std::codecvt_byname<wchar_t, char, mbstate_t>(GBK_LOCALE_NAME));
return convert.to_bytes(tmp_wstr);
}
#endif
struct BenchmarkConfig {
std::string path = "chatglm-6b-int4.bin"; // 模型文件路径
int threads = 4; // 使用的线程数
int limit = -1; // 输出token数限制，如果 < 0 则代表无限制
int batch = -1; // batch数, -1时使用文件中的行数作为batch
std::string file; // 输入文件
std::string output; // 输出文件，如果不设定则输出到屏幕
};
void Usage() {
std::cout << "Usage:" << std::endl;
std::cout << "[-h|--help]: 显示帮助" << std::endl;
std::cout << "<-p|--path> <args>: 模型文件的路径" << std::endl;
std::cout << "<-t|--threads> <args>: 使用的线程数量" << std::endl;
std::cout << "<-l|--limit> <args>: 输出token数限制" << std::endl;
std::cout << "<-b|--batch> <args>: batch数" << std::endl;
std::cout << "<-f|--file> <args>: 输入文件，文件中每行一个prompt，如果行数不足batch则用之前的prompt补充" << std::endl;
}
void ParseArgs(int argc, char **argv, BenchmarkConfig &config) {
std::vector <std::string> sargv;
for (int i = 0; i < argc; i++) {
sargv.push_back(std::string(argv[i]));
}
for (int i = 1; i < argc; i++) {
if (sargv[i] == "-h" || sargv[i] == "--help") {
Usage();
exit(0);
}
else if (sargv[i] == "-p" || sargv[i] == "--path") {
config.path = sargv[++i];
} else if (sargv[i] == "-t" || sargv[i] == "--threads") {
config.threads = atoi(sargv[++i].c_str());
} else if (sargv[i] == "-l" || sargv[i] == "--limit") {
config.limit = atoi(sargv[++i].c_str());
} else if (sargv[i] == "-b" || sargv[i] == "--batch") {
config.batch = atoi(sargv[++i].c_str());
} else if (sargv[i] == "-f" || sargv[i] == "--file") {
config.file = sargv[++i];
} else if (sargv[i] == "-o" || sargv[i] == "--output") {
config.output = sargv[++i];
} else {
Usage();
exit(-1);
}
}
}
int main(int argc, char **argv) {
BenchmarkConfig config;
ParseArgs(argc, argv, config);
fastllm::SetThreads(config.threads);
std::ifstream model_file(config.path, std::ios::in);
if (!model_file.good()) {
printf("模型文件 %s 不存在！\n", config.path.c_str());
exit(0);
}
model_file.close();
auto model = fastllm::CreateLLMModelFromFile(config.path);
fastllm::GenerationConfig generationConfig;
generationConfig.output_token_limit = config.limit;
fastllm::PrintInstructionInfo();
std::vector <std::string> inputs;
if (config.file != "") {
std::ifstream finputs(config.file, std::ios::in);
if (finputs.good()) {
while (true) {
std::string input = "";
std::getline(finputs, input);
if (input == "") {
break;
} else {
inputs.push_back(input);
}
}
finputs.close();
}
}
if (inputs.empty()) {
inputs.push_back("Hello！");
}
if (config.batch <= 0) {
config.batch = inputs.size();
}
while (inputs.size() < config.batch) {
inputs.push_back(inputs[rand() % inputs.size()]);
}
if (inputs.size() > config.batch && config.batch > 0) {
inputs.resize(config.batch);
}
int promptTokenNum = 0;
for (int i = 0; i < inputs.size(); i++) {
inputs[i] = model->MakeInput("", 0, inputs[i]);
promptTokenNum += model->weight.tokenizer.Encode(inputs[i]).Count(0);
}
std::vector <std::string> outputs;
static int tokens = 0;
auto st = std::chrono::system_clock::now();
static auto promptTime = st;
model->ResponseBatch(inputs, outputs, [](int index, std::vector<std::string> &contents) {
if (index != -1) {
if (index == 0) {
promptTime = std::chrono::system_clock::now();
} else {
for (int i = 0; i < contents.size(); i++) {
tokens += (contents[i].size() > 0);
}
}
}
}, generationConfig);
float promptSpend = fastllm::GetSpan(st, promptTime);
float spend = fastllm::GetSpan(promptTime, std::chrono::system_clock::now());
if (config.output != "") {
FILE *fo = fopen(config.output.c_str(), "w");
for (int i = 0; i < outputs.size(); i++) {
fprintf(fo, "[ user: \"%s\", model: \"%s\"]\n", inputs[i].c_str(), outputs[i].c_str());
}
fclose(fo);
} else {
for (int i = 0; i < outputs.size(); i++) {
#if defined(_WIN32) or defined(_WIN64)
printf("[ user: \"%s\", model: \"%s\"]\n", utf8_to_gbk(inputs[i]).c_str(), utf8_to_gbk(outputs[i]).c_str());
#else
printf("[ user: \"%s\", model: \"%s\"]\n", inputs[i].c_str(), outputs[i].c_str());
#endif
}
}
printf("batch: %d\n", (int)inputs.size());
printf("prompt token number = %d\n", promptTokenNum);
printf("prompt use %f s\n", promptSpend);
printf("prompt speed = %f tokens / s\n", (float)promptTokenNum / promptSpend);
printf("output %d tokens\nuse %f s\nspeed = %f tokens / s\n", tokens, spend, tokens / spend);
return 0;
}
\ No newline at end of file
example/benchmark/prompts/beijing.txt 0 → 100644
View file @ aefd9f11
北京有什么景点？
\ No newline at end of file
example/benchmark/prompts/hello.txt 0 → 100644
View file @ aefd9f11
Hello！
\ No newline at end of file
example/webui/httplib.h 0 → 100644
View file @ aefd9f11
This source diff could not be displayed because it is too large. You can view the blob instead.
example/webui/web/css/github-markdown-light.min.css 0 → 100644
View file @ aefd9f11
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::placeholder{color:#6e7781;opacity:1}.markdown-body hr::before{display:table;content:""}.markdown-body hr::after{display:table;clear:both;content:""}.markdown-body table{border-spacing:0;border-collapse:collapse;display:block;width:max-content;max-width:100%;overflow:auto}.markdown-body td,.markdown-body th{padding:0}.markdown-body details summary{cursor:pointer}.markdown-body details:not([open])>:not(summary){display:none!important}.markdown-body [role=button]:focus,.markdown-body a:focus,.markdown-body input[type=checkbox]:focus,.markdown-body input[type=radio]:focus{outline:2px solid #0969da;outline-offset:-2px;box-shadow:none}.markdown-body [role=button]:focus:not(:focus-visible),.markdown-body a:focus:not(:focus-visible),.markdown-body input[type=checkbox]:focus:not(:focus-visible),.markdown-body input[type=radio]:focus:not(:focus-visible){outline:solid 1px transparent}.markdown-body [role=button]:focus-visible,.markdown-body a:focus-visible,.markdown-body 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example/webui/web/css/github.min.css 0 → 100644
View file @ aefd9f11
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Outdated base version: https://github.com/primer/github-syntax-light
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example/webui/web/css/katex.min.css 0 → 100644
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example/webui/web/css/texmath.css 0 → 100644
View file @ aefd9f11
/* style for html inside of browsers */
.katex { font-size: 1em !important; } /* align KaTeX font-size to surrounding text */
eq { display: inline-block; }
eqn { display: block}
section.eqno {
display: flex;
flex-direction: row;
align-content: space-between;
align-items: center;
}
section.eqno > eqn {
width: 100%;
margin-left: 3em;
}
section.eqno > span {
width:3em;
text-align:right;
}
example/webui/web/index.html 0 → 100644
View file @ aefd9f11
<!DOCTYPE html>
<html lang="zh-CN">
<meta name="viewport" content="width=device-width,initial-scale=1" />
<meta name="description" content="Fastllm Web Interface" />
<head>
<meta charset="utf-8">
<title>Fastllm Web Interface</title>
<style>
* {
box-sizing: border-box;
font-family: system-ui,-apple-system,BlinkMacSystemFont,segoe ui,Roboto, Helvetica,Arial, sans-serif,apple color emoji,segoe ui emoji,segoe ui symbol;
}
body {
background-color: #edeff2;
}
.chat_window {
position: absolute;
width: calc(100% - 6px);
max-width: 1100px;
height: calc(100% - 6px);
max-height: 888px;
border-radius: 8px;
background-color: #fff;
left: 50%;
top: 50%;
overflow: hidden;
transform: translate(-50%, -50%);
box-shadow: 0 10px 20px rgba(0, 0, 0, 0.15);
}
.top_menu {
background-color: #f6f6f6;
width: 100%;
height: 50px;
padding: 12px 0;
}
.top_menu .buttons {
margin: 5px 0 0 20px;
position: absolute;
font-size: 0;
}
.top_menu .buttons .button {
width: 16px;
height: 16px;
border-radius: 50%;
display: inline-block;
margin-right: 10px;
position: relative;
}
.top_menu .buttons .button.close {
background-color: #e15b64;
}
.top_menu .buttons .button.minimize {
background-color: #f8b26a;
}
.top_menu .buttons .button.maximize {
background-color: #99c959;
}
.top_menu .title {
text-align: center;
color: #909090;
font-size: 20px;
line-height: 26px;
}
.messages {
position: relative;
height: calc(100% - 117px);
overflow-x: hidden;
overflow-y: auto;
}
.messages::-webkit-scrollbar {
width: 10px;
height: 10px;
}
.messages::-webkit-scrollbar-track {
background-clip: padding-box;
background: transparent;
border: solid transparent;
border-width: 1px;
}
.messages::-webkit-scrollbar-corner {
background-color: transparent;
}
.messages::-webkit-scrollbar-thumb {
background-color: rgba(0, 0, 0, 0.1);
background-clip: padding-box;
border: solid transparent;
border-radius: 10px;
}
.messages::-webkit-scrollbar-thumb:hover {
background-color: rgba(0, 0, 0, 0.4);
}
.messages .message {
clear: both;
overflow: hidden;
margin-bottom: 20px;
transition: all 0.5s linear;
opacity: 0;
}
.messages .message.left .avatar {
background-color: #f5886e;
float: left;
}
.messages .message.left .text {
color: #c48843;
}
.messages .message.right .avatar {
background-color: #fdbf68;
float: right;
}
.messages .message.right .text {
color: #45829b;
}
.messages .message.appeared {
opacity: 1;
}
.messages .message .avatar {
width: 60px;
height: 60px;
border-radius: 50%;
display: inline-block;
}
.messages {
font-size: 16px;
color: #343541;
text-align: center;
}
#chatlog {
word-wrap: break-word;
text-align: start;
}
#chatlog>div {
padding: 18px 25px;
}
#chatlog .request {
position: relative;
}
#chatlog .response {
background: #f7f7f8;
position: relative;
}
.response .markdown-body {
background: #f7f7f8 !important;
}
#chatlog .markdown-body>pre {
overflow-x: auto;
padding: 10px;
position: relative;
background: rgba(180, 180, 180, 0.1);
}
#chatlog .markdown-body>pre::-webkit-scrollbar {
width: 10px;
height: 10px;
}
#chatlog .response>pre::-webkit-scrollbar-track {
background-clip: padding-box;
background: transparent;
border: solid transparent;
border-width: 1px;
}
#chatlog .response>pre::-webkit-scrollbar-corner {
background-color: transparent;
}
#chatlog .response>pre::-webkit-scrollbar-thumb {
background-color: rgba(0, 0, 0, 0.1);
background-clip: padding-box;
border: solid transparent;
border-radius: 10px;
}
#chatlog .response>pre::-webkit-scrollbar-thumb:hover {
background-color: rgba(0, 0, 0, 0.4);
}
.m-mdic-copy-wrapper {
position: absolute;
top: 5px;
right: 16px;
}
.m-mdic-copy-wrapper span.u-mdic-copy-code_lang {
position: absolute;
top: 3px;
right: calc(100% + 4px);
font-family: system-ui;
font-size: 12px;
line-height: 18px;
color: #555;
opacity: 0.3;
}
.m-mdic-copy-wrapper div.u-mdic-copy-notify {
position: absolute;
top: 0;
right: 0;
padding: 3px 6px;
border: 0;
border-radius: 3px;
background: none;
font-family: system-ui;
font-size: 12px;
line-height: 18px;
color: #555;
opacity: 0.3;
outline: none;
opacity: 1;
right: 100%;
padding-right: 4px;
}
.m-mdic-copy-wrapper button.u-mdic-copy-btn {
position: relative;
top: 0;
right: 0;
padding: 3px 6px;
border: 0;
border-radius: 3px;
background: none;
font-family: system-ui;
font-size: 12px;
line-height: 18px;
color: #555;
opacity: 0.3;
outline: none;
cursor: pointer;
transition: opacity 0.2s;
}
.m-mdic-copy-wrapper button.u-mdic-copy-btn:hover {
opacity: 1;
}
#stopChat {
display: none;
margin: 0 auto;
margin-top: 3px;
width: 80px;
height: 32px;
text-align: center;
line-height: 32px;
color: white;
background: #f8b26a;
cursor: pointer;
border-radius: 3px;
position: sticky;
bottom: 2px;
justify-content: center;
align-items: center;
}
#stopChat>svg {
margin-right: 8px;
}
#stopChat:hover {
background: #f0aa60;
}
.bottom_wrapper {
position: relative;
width: 100%;
background-color: #fff;
padding: 10px 10px;
position: absolute;
bottom: 0;
}
.bottom_wrapper .message_input_wrapper {
border: none;
width: calc(100% - 143px);
position: relative;
text-align: left;
}
.bottom_wrapper .message_input_wrapper .message_input_text {
border-radius: 4px;
border: none;
outline: none;
resize: none;
background: #eff1f1;
color: #24292f;
height: 47px;
font-size: 16px;
max-height: 200px;
padding: 13px 0 13px 16px;
width: 100%;
display: block;
transition: background 0.3s;
}
.bottom_wrapper .message_input_wrapper .message_input_text:focus {
background: #e7e9eb;
}
.bottom_wrapper .message_input_wrapper .message_input_text::-webkit-scrollbar {
display: none;
width: 0;
height: 0;
}
#sendbutton {
width: 80px;
height: 47px;
font-size: 18px;
font-weight: bold;
border-radius: 3px;
background-color: #b8da8b;
border: none;
padding: 0;
color: #fff;
cursor: pointer;
transition: all 0.2s linear;
text-align: center;
float: right;
position: absolute;
right: 65px;
bottom: 10px;
cursor: not-allowed;
}
.activeSendBtn {
background-color: #99c959 !important;
cursor: pointer !important;
}
.activeSendBtn:hover {
background-color: #90c050 !important;
}
#clearConv {
position: absolute;
right: 10px;
bottom: 10px;
width: 47px;
height: 47px;
font-size: 16px;
display: inline-block;
border-radius: 3px;
background-color: #909090;
border: 2px solid #909090;
color: #fff;
cursor: pointer;
transition: all 0.2s linear;
text-align: center;
}
#clearConv:hover {
background-color: gray;
border: 2px solid gray;
}
.loaded>span {
display: inline-block;
}
.loaded>svg {
display: none;
}
.loading {
background: #e7e7e8 !important;
}
.loading>span {
display: none;
}
.loading>svg {
display: block;
}
.switch-slide {
display: inline-block;
vertical-align: middle;
}
.switch-slide-label {
display: block;
width: 38px;
height: 18px;
background: #909090;
border-radius: 30px;
cursor: pointer;
position: relative;
-webkit-transition: 0.3s ease;
transition: 0.3s ease;
}
.switch-slide-label:after {
content: "";
display: block;
width: 16px;
height: 16px;
border-radius: 100%;
background: #fff;
box-shadow: 0 1px 1px rgba(0, 0, 0, .1);
position: absolute;
left: 1px;
top: 1px;
-webkit-transform: translateZ(0);
transform: translateZ(0);
-webkit-transition: 0.3s ease;
transition: 0.3s ease;
}
.switch-slide input:checked+label {
background: #99c959;
transition: 0.3s ease;
}
.switch-slide input:checked+label:after {
left: 21px;
}
#setting {
position: absolute;
right: 15px;
top: 5px;
cursor: pointer;
padding: 5px;
border: none;
background-color: transparent;
border-radius: 4px;
}
#setting:hover {
background: #e7e7e8;
}
.showSetting {
background: #b0b0b0 !important;
}
#setDialog {
color: #303030;
position: absolute;
z-index: 2;
background: #f4f4f4;
width: 320px;
right: 6px;
top: 46px;
-webkit-user-select: none;
user-select: none;
border-radius: 5px;
padding: 8px 12px 8px 12px;
}
#setDialog>div {
margin-bottom: 4px;
}
#setDialog input {
width: 100%;
}
#setDialog .inlineTitle {
display: inline-block;
line-height: 16px;
vertical-align: middle;
}
#speechOption {
margin-top: 6px;
}
#speechOption>div {
margin-bottom: 4px;
}
.inputTextClass {
outline: none;
border-radius: 2px;
margin-top: 2px;
height: 32px;
font-size: 15px;
padding-left: 6px;
background: white;
border: none;
}
.areaTextClass {
width: 100%;
height: 80px;
display: block;
resize: none;
padding: 6px;
}
input[type="range"] {
-webkit-appearance: none;
display: block;
margin: 6px 0 3px 0;
height: 8px;
background: #909090;
border-radius: 5px;
background-image: linear-gradient(#99c959, #99c959);
background-size: 100% 100%;
background-repeat: no-repeat;
}
input[type="range"]::-webkit-slider-thumb {
-webkit-appearance: none;
height: 15px;
width: 15px;
border-radius: 50%;
background: #99c959;
cursor: ew-resize;
box-shadow: 0 0 2px 0 #555;
}
input[type=range]::-webkit-slider-runnable-track {
-webkit-appearance: none;
box-shadow: none;
border: none;
background: transparent;
}
.justSetLine {
display: flex;
justify-content: space-between;
}
.presetSelect>div {
display: inline-block;
}
.presetSelect select {
outline: none;
border-radius: 3px;
width: 100px;
border-color: rgba(0, 0, 0, .3);
}
.selectDef {
display: flex;
justify-content: space-between;
font-size: 13px;
color: #707070;
}
#preSetSpeech {
width: 100%;
outline: none;
margin-top: 5px;
border-radius: 3px;
border-color: rgba(0, 0, 0, .3);
}
.mdOption {
position: absolute;
right: 5px;
bottom: 0px;
pointer-events: none;
}
.mdOption>div {
margin-top: 4px;
pointer-events: auto;
cursor: pointer;
}
.mdOption>div>svg {
color: #e3e3e3;
display: block;
}
.mdOption svg:hover {
color: #989898;
}
.mdOption svg * {
pointer-events: none;
}
.refreshReq svg:not(:first-child) {
display: none;
}
.halfRefReq svg:not(:nth-child(2)) {
display: none;
}
.moreOption {
position: relative;
}
.optionItems {
position: absolute;
top: -8px;
display: flex;
justify-content: space-between;
visibility: hidden;
z-index: 1;
color: #808080;
}
.moreOptionHidden>div {
display: none !important;
}
.optionItems:hover {
visibility: visible;
}
.optionItems:hover .optionItem {
transform: scale(1);
visibility: visible;
}
.optionTrigger:hover+.optionItems .optionItem:nth-of-type(3) {
transform: scale(1);
visibility: visible;
transition-delay: 50ms;
transition-duration: 60ms;
}
.optionTrigger:hover+.optionItems .optionItem:nth-of-type(2) {
visibility: visible;
transition-delay: 80ms;
transform: scale(1);
transition-duration: 60ms;
}
.optionTrigger:hover+.optionItems .optionItem:nth-of-type(1) {
visibility: visible;
transition-delay: 110ms;
transform: scale(1);
transition-duration: 60ms;
}
.optionItem {
border-radius: 3px;
height: 30px;
width: 30px;
background-color: #f7f7f8;
visibility: hidden;
transform: scale(0);
display: flex !important;
justify-content: center;
align-items: center;
}
.optionItem * {
pointer-events: none;
}
.optionItem:hover {
background: #e0e0e0;
}
</style>
</head>
<body>
<div>
<div class="chat_window">
<div class="top_menu">
<div class="buttons">
<div class="button close"></div>
<div class="button minimize"></div>
<div class="button maximize"></div>
</div>
<div class="title">Fastllm</div>
</div>
<div class="messages">
<div id="chatlog"></div>
<div id="stopChat"><svg width="24" height="24">
<use xlink:href="#stopResIcon" />
</svg>停止</div>
</div>
<div class="bottom_wrapper clearfix">
<div class="message_input_wrapper">
<textarea class="message_input_text" spellcheck="false" placeholder="来问点什么吧"
id="chatinput"></textarea>
</div>
<button class="loaded" id="sendbutton">
<span>发送</span>
<svg style="margin:0 auto;height:40px;" viewBox="0 0 200 100" preserveAspectRatio="xMidYMid">
<g transform="translate(50 50)">
<circle cx="0" cy="0" r="15" fill="#e15b64">
<animateTransform attributeName="transform" type="scale" begin="-0.3333333333333333s"
calcMode="spline" keySplines="0.3 0 0.7 1;0.3 0 0.7 1" values="0;1;0"
keyTimes="0;0.5;1" dur="1s" repeatCount="indefinite"></animateTransform>
</circle>
</g>
<g transform="translate(100 50)">
<circle cx="0" cy="0" r="15" fill="#f8b26a">
<animateTransform attributeName="transform" type="scale" begin="-0.16666666666666666s"
calcMode="spline" keySplines="0.3 0 0.7 1;0.3 0 0.7 1" values="0;1;0"
keyTimes="0;0.5;1" dur="1s" repeatCount="indefinite"></animateTransform>
</circle>
</g>
<g transform="translate(150 50)">
<circle cx="0" cy="0" r="15" fill="#99c959">
<animateTransform attributeName="transform" type="scale" begin="0s" calcMode="spline"
keySplines="0.3 0 0.7 1;0.3 0 0.7 1" values="0;1;0" keyTimes="0;0.5;1" dur="1s"
repeatCount="indefinite"></animateTransform>
</circle>
</g>
</svg>
</button>
<button id="clearConv"><svg style="margin:0 auto;display:block" role="img" width="20px" height="20px"
viewBox="0 0 24 24">
<title>失忆</title>
<path fill="currentColor"
d="M8 20v-5h2v5h9v-7H5v7h3zm-4-9h16V8h-6V4h-4v4H4v3zM3 21v-8H2V7a1 1 0 0 1 1-1h5V3a1 1 0 0 1 1-1h6a1 1 0 0 1 1 1v3h5a1 1 0 0 1 1 1v6h-1v8a1 1 0 0 1-1 1H4a1 1 0 0 1-1-1z">
</path>
</svg></button>
</div>
</div>
<div style="display: none">
<svg>
<symbol viewBox="0 0 24 24" id="optionIcon">
<path fill="currentColor"
d="M12 3c-1.1 0-2 .9-2 2s.9 2 2 2s2-.9 2-2s-.9-2-2-2zm0 14c-1.1 0-2 .9-2 2s.9 2 2 2s2-.9 2-2s-.9-2-2-2zm0-7c-1.1 0-2 .9-2 2s.9 2 2 2s2-.9 2-2s-.9-2-2-2z">
</path>
</symbol>
<symbol viewBox="0 0 24 24" id="refreshIcon">
<path fill="currentColor"
d="M18.537 19.567A9.961 9.961 0 0 1 12 22C6.477 22 2 17.523 2 12S6.477 2 12 2s10 4.477 10 10c0 2.136-.67 4.116-1.81 5.74L17 12h3a8 8 0 1 0-2.46 5.772l.997 1.795z">
</path>
</symbol>
<symbol viewBox="0 0 24 24" id="halfRefIcon">
<path fill="currentColor"
d="M 4.009 12.163 C 4.012 12.206 2.02 12.329 2 12.098 C 2 6.575 6.477 2 12 2 C 17.523 2 22 6.477 22 12 C 22 14.136 21.33 16.116 20.19 17.74 L 17 12 L 20 12 C 19.999 5.842 13.333 1.993 7.999 5.073 C 3.211 8.343 4.374 12.389 4.009 12.163 Z" />
</symbol>
<symbol viewBox="-2 -2 20 20" id="copyIcon">
<path fill="currentColor"
d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z">
</path>
<path fill="currentColor"
d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z">
</path>
</symbol>
<symbol viewBox="0 0 24 24" id="delIcon">
<path fill="none" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round"
stroke-width="2"
d="M9 7v0a3 3 0 0 1 3-3v0a3 3 0 0 1 3 3v0M9 7h6M9 7H6m9 0h3m2 0h-2M4 7h2m0 0v11a2 2 0 0 0 2 2h8a2 2 0 0 0 2-2V7">
</path>
</symbol>
</svg>
</div>
</div>
<script>
const messagsEle = document.getElementsByClassName("messages")[0];
const chatlog = document.getElementById("chatlog");
const stopEle = document.getElementById("stopChat");
const sendBtnEle = document.getElementById("sendbutton");
const textarea = document.getElementById("chatinput");
const dialogEle = document.getElementById("setDialog");
const speechOptionEle = document.getElementById("speechOption");
textarea.focus();
textarea.oninput = (e) => {
if (textarea.value.trim().length) {
sendBtnEle.classList.add("activeSendBtn");
} else {
sendBtnEle.classList.remove("activeSendBtn");
}
textarea.style.height = "47px";
textarea.style.height = textarea.scrollHeight + "px";
};
</script>
<script src="js/markdown-it.min.js"></script>
<script src="js/highlight.min.js"></script>
<script src="js/katex.min.js"></script>
<script src="js/texmath.js"></script>
<script src="js/markdown-it-link-attributes.min.js"></script>
<script>
const API_URL = "chat";
let data = [];
let input_str;
let uuid = "";
let loading = false;
const scrollToBottom = () => {
if (messagsEle.scrollHeight - messagsEle.scrollTop - messagsEle.clientHeight < 128) {
messagsEle.scrollTo(0, messagsEle.scrollHeight)
}
}
const scrollToBottomLoad = (ele) => {
if (messagsEle.scrollHeight - messagsEle.scrollTop - messagsEle.clientHeight < ele.clientHeight + 128) {
messagsEle.scrollTo(0, messagsEle.scrollHeight)
}
}
const closeEvent = (ev) => {
if (!dialogEle.contains(ev.target)) {
dialogEle.style.display = "none";
document.removeEventListener("mousedown", closeEvent, true);
}
}
const md = markdownit({
linkify: true, // 识别链接
highlight: function (str, lang) { // markdown高亮
try {
return hljs.highlightAuto(str).value;
} catch (e) { }
return ""; // use external default escaping
}
});
md.use(texmath, {engine: katex, delimiters: "dollars", katexOptions: {macros: {"\\RR": "\\mathbb{R}"}}})
.use(markdownitLinkAttributes, {attrs: {target: "_blank", rel: "noopener"}});
const x = {
getCodeLang(str = "") {
const res = str.match(/ class="language-(.*?)"/);
return (res && res[1]) || "";
},
getFragment(str = "") {
return str ? `<span class="u-mdic-copy-code_lang">${str}</span>` : "";
},
};
const strEncode = (str = "") => {
if (!str || str.length === 0) return "";
return str
.replace(/</g, '&lt;')
.replace(/>/g, '&gt;')
.replace(/'/g, '\'')
.replace(/"/g, '&quot;');
};
const getCodeLangFragment = (oriStr = "") => {
return x.getFragment(x.getCodeLang(oriStr));
};
const copyClickCode = (ele) => {
const input = document.createElement("textarea");
input.value = ele.dataset.mdicContent;
const nDom = ele.previousElementSibling;
const nDelay = ele.dataset.mdicNotifyDelay;
const cDom = nDom.previousElementSibling;
document.body.appendChild(input);
input.select();
input.setSelectionRange(0, 9999);
document.execCommand("copy");
document.body.removeChild(input);
if (nDom.style.display === "none") {
nDom.style.display = "block";
cDom && (cDom.style.display = "none");
setTimeout(() => {
nDom.style.display = "none";
cDom && (cDom.style.display = "block");
}, nDelay);
}
};
const copyClickMd = (idx) => {
const input = document.createElement("textarea");
input.value = data[idx].content;
document.body.appendChild(input);
input.select();
input.setSelectionRange(0, 9999);
document.execCommand("copy");
document.body.removeChild(input);
}
const enhanceCode = (render, options = {}) => (...args) => {
/* args = [tokens, idx, options, env, slf] */
const {
btnText = "复制代码", // button text
successText = "复制成功", // copy-success text
successTextDelay = 2000, // successText show time [ms]
showCodeLanguage = true, // false | show code language
} = options;
const [tokens = {}, idx = 0] = args;
const cont = strEncode(tokens[idx].content || "");
const originResult = render.apply(this, args);
const langFrag = showCodeLanguage ? getCodeLangFragment(originResult) : "";
const tpls = [
'<div class="m-mdic-copy-wrapper">',
`${langFrag}`,
`<div class="u-mdic-copy-notify" style="display:none;">${successText}</div>`,
'<button ',
'class="u-mdic-copy-btn j-mdic-copy-btn" ',
`data-mdic-content="${cont}" `,
`data-mdic-notify-delay="${successTextDelay}" `,
`onclick="copyClickCode(this)">${btnText}</button>`,
'</div>',
];
const LAST_TAG = "</pre>";
const newResult = originResult.replace(LAST_TAG, `${tpls.join("")}${LAST_TAG}`);
return newResult;
};
const codeBlockRender = md.renderer.rules.code_block;
const fenceRender = md.renderer.rules.fence;
md.renderer.rules.code_block = enhanceCode(codeBlockRender);
md.renderer.rules.fence = enhanceCode(fenceRender);
md.renderer.rules.image = function (tokens, idx, options, env, slf) {
var token = tokens[idx];
token.attrs[token.attrIndex("alt")][1] = slf.renderInlineAsText(token.children, options, env);
token.attrSet("onload", "scrollToBottomLoad(this);this.removeAttribute('onload')");
return slf.renderToken(tokens, idx, options)
}
let delayId;
const delay = () => {
return new Promise((resolve) => delayId = setTimeout(resolve, 100));
}
const confirmAction = (prompt) => {
if (window.confirm(prompt)) {
return true;
}
else {
return false;
}
}
const mdOptionEvent = (ev) => {
let id = ev.target.dataset.id;
if (id) {
let parent = ev.target.parentElement;
let idxEle = parent.parentElement;
let idx = Array.prototype.indexOf.call(chatlog.children, (id === "refreshMd") ? idxEle.parentElement : idxEle.parentElement.parentElement);
if (id === "refreshMd") {
if (!loading && chatlog.children[idx].dataset.loading !== "true") {
let className = parent.className;
if (className == "refreshReq") {
chatlog.children[idx].children[0].innerHTML = "<br />";
chatlog.children[idx].dataset.loading = true;
data[idx].content = "";
if (idx === currentVoiceIdx) {endSpeak()};
loadAction(true);
refreshIdx = idx;
streamGen();
} else {
chatlog.children[idx].dataset.loading = true;
progressData = data[idx].content;
loadAction(true);
refreshIdx = idx;
streamGen();
}
}
} else if (id === "copyMd") {
idxEle.classList.add("moreOptionHidden");
copyClickMd(idx);
} else if (id === "delMd") {
idxEle.classList.add("moreOptionHidden");
if (!loading) {
if (confirmAction("是否删除此消息?")) {
if (currentVoiceIdx) {
if (currentVoiceIdx === idx) {endSpeak()}
else if (currentVoiceIdx > idx) {currentVoiceIdx -= 1}
}
chatlog.removeChild(chatlog.children[idx]);
data.splice(idx, 1);
}
}
}
}
}
const moreOption = (ele) => {
ele.classList.remove("moreOptionHidden");
}
const formatMdEle = (ele) => {
let realMd = document.createElement("div");
realMd.className = "markdown-body";
ele.appendChild(realMd);
let mdOption = document.createElement("div");
mdOption.className = "mdOption";
ele.appendChild(mdOption);
if (ele.className !== "request") {
mdOption.innerHTML = `<div class="refreshReq">
<svg data-id="refreshMd" width="16" height="16" role="img"><title>刷新</title><use xlink:href="#refreshIcon" /></svg>
<svg data-id="refreshMd" width="16" height="16" role="img"><title>继续</title><use xlink:href="#halfRefIcon" /></svg>
</div>`
}
mdOption.innerHTML += `<div class="moreOption" onmouseenter="moreOption(this)">
<svg class="optionTrigger" width="16" height="16" role="img"><title>选项</title><use xlink:href="#optionIcon" /></svg>
<div class="optionItems" style="width:63px;left:-63px">` + `<div data-id="delMd" class="optionItem" title="删除">
<svg width="20" height="20"><use xlink:href="#delIcon" /></svg>
</div>
<div data-id="copyMd" class="optionItem" title="复制">
<svg width="20" height="20"><use xlink:href="#copyIcon" /></svg>
</div></div></div>`;
mdOption.onclick = mdOptionEvent;
}
let controller;
let controllerId;
let refreshIdx;
let currentResEle;
let progressData = "";
let resStr = "";
const reqWord = async (refresh) => {
if (uuid == "") {
uuid = 'xxxxxxxx-xxxx-4xxx-yxxx-xxxxxxxxxxxx'.replace(/[xy]/g, function (c) {
var r = Math.random() * 16 | 0,
v = c == 'x' ? r : (r & 0x3 | 0x8);
return v.toString(16);
});
}
let headers = {"Content-Type": "application/json", "uuid" : uuid};
let idx = refresh ? refreshIdx : data.length;
let dataSlice = [data[idx - 1]];
const res = await fetch(API_URL, {
method: "POST",
headers,
body: input_str,
signal: controller.signal
});
clearTimeout(controllerId);
controllerId = void 0;
if (res.status !== 200) {
alert("请先启动服务！");
stopLoading();
return;
}
const decoder = new TextDecoder();
const reader = res.body.getReader();
const readChunk = async () => {
return reader.read().then(async ({value, done}) => {
if (!done) {
resStr = decoder.decode(value);
let end = resStr.indexOf("<eop>");
value = resStr;
if (end > -1) {
value = resStr.substr(0, end)
}
currentResEle.children[0].innerHTML = md.render(value);
scrollToBottom();
return;
}
});
};
await readChunk();
};
const streamGen = async () => {
controller = new AbortController();
controllerId = setTimeout(() => {
alert("请求超时，请稍后重试！");
stopLoading();
}, 30000);
let isRefresh = refreshIdx !== void 0;
if (isRefresh) {
currentResEle = chatlog.children[refreshIdx];
} else if (!currentResEle) {
currentResEle = document.createElement("div");
currentResEle.className = "response";
chatlog.appendChild(currentResEle);
formatMdEle(currentResEle);
currentResEle.children[0].innerHTML = "<br />";
currentResEle.dataset.loading = true;
scrollToBottom();
}
resStr = "";
while(true) {
await reqWord(isRefresh)
await sleep(0)
if (resStr.indexOf("<eop>") > -1) {
break;
}
}
stopLoading(false);
};
const loadAction = (bool) => {
loading = bool;
sendBtnEle.disabled = bool;
sendBtnEle.className = bool ? " loading" : "loaded";
stopEle.style.display = bool ? "flex" : "none";
}
const stopLoading = (abort = true) => {
stopEle.style.display = "none";
if (abort) {
controller.abort();
if (controllerId) clearTimeout(controllerId);
if (delayId) clearTimeout(delayId);
if (refreshIdx !== void 0) {data[refreshIdx].content = progressData}
else if (data[data.length - 1].role === "assistant") {data[data.length - 1].content = progressData}
else {data.push({role: "assistant", content: progressData})}
}
controllerId = delayId = refreshIdx = void 0;
currentResEle.dataset.loading = false;
currentResEle = null;
progressData = "";
loadAction(false);
}
function sleep(time) {
return new Promise(resolve => {
setTimeout(() => {
resolve();
}, time);
});
}
const generateText = async (message) => {
loadAction(true);
let request = document.createElement("div");
request.className = "request";
chatlog.appendChild(request);
formatMdEle(request);
request.children[0].innerHTML = md.render(message);
data.push({role: "user", content: message});
input_str = message;
scrollToBottom();
await streamGen();
};
textarea.onkeydown = (e) => {
if (e.keyCode === 13) {
if (!e.shiftKey) {
e.preventDefault();
genFunc();
}
}
};
const genFunc = function () {
let message = textarea.value.trim();
if (message.length !== 0) {
if (loading === true) return;
textarea.value = "";
textarea.style.height = "47px";
generateText(message);
}
};
sendBtnEle.onclick = genFunc;
stopEle.onclick = stopLoading;
document.getElementById("clearConv").onclick = () => {
if (!loading) {
input_str = "reset";
streamGen();
chatlog.innerHTML = "<div></div>"
scrollToBottom();
}
}
</script>
<link href="css/github-markdown-light.min.css" rel="stylesheet">
<link href="css/github.min.css" rel="stylesheet">
<link href="css/katex.min.css" rel="stylesheet">
<link href="css/texmath.css" rel="stylesheet">
</body>
</html>
example/webui/web/js/highlight.min.js 0 → 100644
View file @ aefd9f11
/*!
Highlight.js v11.7.0 (git: 82688fad18)
(c) 2006-2022 undefined and other contributors
License: BSD-3-Clause
*/
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example/webui/web/js/katex.min.js 0 → 100644
View file @ aefd9f11
This source diff could not be displayed because it is too large. You can view the blob instead.
example/webui/web/js/markdown-it-link-attributes.min.js 0 → 100644
View file @ aefd9f11
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example/webui/web/js/markdown-it.min.js 0 → 100644
View file @ aefd9f11
/*! markdown-it 13.0.1 https://github.com/markdown-it/markdown-it @license MIT */
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",cuesc:"\u22df",cularr:"\u21b6",cularrp:"\u293d",cupbrcap:"\u2a48",cupcap:"\u2a46",CupCap:"\u224d",cup:"\u222a",Cup:"\u22d3",cupcup:"\u2a4a",cupdot:"\u228d",cupor:"\u2a45",cups:"\u222a\ufe00",curarr:"\u21b7",curarrm:"\u293c",curlyeqprec:"\u22de",curlyeqsucc:"\u22df",curlyvee:"\u22ce",curlywedge:"\u22cf",curren:"\xa4",curvearrowleft:"\u21b6",curvearrowright:"\u21b7",cuvee:"\u22ce",cuwed:"\u22cf",cwconint:"\u2232",cwint:"\u2231",cylcty:"\u232d",dagger:"\u2020",Dagger:"\u2021",daleth:"\u2138",darr:"\u2193",Darr:"\u21a1",dArr:"\u21d3",dash:"\u2010",Dashv:"\u2ae4",dashv:"\u22a3",dbkarow:"\u290f",dblac:"\u02dd",Dcaron:"\u010e",dcaron:"\u010f",Dcy:"\u0414",dcy:"\u0434",ddagger:"\u2021",ddarr:"\u21ca",DD:"\u2145",dd:"\u2146",DDotrahd:"\u2911",ddotseq:"\u2a77",deg:"\xb0",Del:"\u2207",Delta:"\u0394",delta:"\u03b4",demptyv:"\u29b1",dfisht:"\u297f",Dfr:"\ud835\udd07",dfr:"\ud835\udd21",dHar:"\u2965",dharl:"\u21c3",dharr:"\u21c2",DiacriticalAcute:"\xb4",DiacriticalDot:"\u02d9",DiacriticalDoubleAcute:"\u02dd",DiacriticalGrave:"`",DiacriticalTilde:"\u02dc",diam:"\u22c4",diamond:"\u22c4",Diamond:"\u22c4",diamondsuit:"\u2666",diams:"\u2666",die:"\xa8",DifferentialD:"\u2146",digamma:"\u03dd",disin:"\u22f2",div:"\xf7",divide:"\xf7",divideontimes:"\u22c7",divonx:"\u22c7",DJcy:"\u0402",djcy:"\u0452",dlcorn:"\u231e",dlcrop:"\u230d",dollar:"$",Dopf:"\ud835\udd3b",dopf:"\ud835\udd55",Dot:"\xa8",dot:"\u02d9",DotDot:"\u20dc",doteq:"\u2250",doteqdot:"\u2251",DotEqual:"\u2250",dotminus:"\u2238",dotplus:"\u2214",dotsquare:"\u22a1",doublebarwedge:"\u2306",DoubleContourIntegral:"\u222f",DoubleDot:"\xa8",DoubleDownArrow:"\u21d3",DoubleLeftArrow:"\u21d0",DoubleLeftRightArrow:"\u21d4",DoubleLeftTee:"\u2ae4",DoubleLongLeftArrow:"\u27f8",DoubleLongLeftRightArrow:"\u27fa",DoubleLongRightArrow:"\u27f9",DoubleRightArrow:"\u21d2",DoubleRightTee:"\u22a8",DoubleUpArrow:"\u21d1",DoubleUpDownArrow:"\u21d5",DoubleVerticalBar:"\u2225",DownArrowBar:"\u2913",downarrow:"\u2193",DownArrow:"\u2193",Downarrow:"\u21d3",DownArrowUpArrow:"\u21f5",DownBreve:"\u0311",downdownarrows:"\u21ca",downharpoonleft:"\u21c3",downharpoonright:"\u21c2",DownLeftRightVector:"\u2950",DownLeftTeeVector:"\u295e",DownLeftVectorBar:"\u2956",DownLeftVector:"\u21bd",DownRightTeeVector:"\u295f",DownRightVectorBar:"\u2957",DownRightVector:"\u21c1",DownTeeArrow:"\u21a7",DownTee:"\u22a4",drbkarow:"\u2910",drcorn:"\u231f",drcrop:"\u230c",Dscr:"\ud835\udc9f",dscr:"\ud835\udcb9",DScy:"\u0405",dscy:"\u0455",dsol:"\u29f6",Dstrok:"\u0110",dstrok:"\u0111",dtdot:"\u22f1",dtri:"\u25bf",dtrif:"\u25be",duarr:"\u21f5",duhar:"\u296f",dwangle:"\u29a6",DZcy:"\u040f",dzcy:"\u045f",dzigrarr:"\u27ff",Eacute:"\xc9",eacute:"\xe9",easter:"\u2a6e",Ecaron:"\u011a",ecaron:"\u011b",Ecirc:"\xca",ecirc:"\xea",ecir:"\u2256",ecolon:"\u2255",Ecy:"\u042d",ecy:"\u044d",eDDot:"\u2a77",Edot:"\u0116",edot:"\u0117",eDot:"\u2251",ee:"\u2147",efDot:"\u2252",Efr:"\ud835\udd08",efr:"\ud835\udd22",eg:"\u2a9a",Egrave:"\xc8",egrave:"\xe8",egs:"\u2a96",egsdot:"\u2a98",el:"\u2a99",Element:"\u2208",elinters:"\u23e7",ell:"\u2113",els:"\u2a95",elsdot:"\u2a97",Emacr:"\u0112",emacr:"\u0113",empty:"\u2205",emptyset:"\u2205",EmptySmallSquare:"\u25fb",emptyv:"\u2205",EmptyVerySmallSquare:"\u25ab",emsp13:"\u2004",emsp14:"\u2005",emsp:"\u2003",ENG:"\u014a",eng:"\u014b",ensp:"\u2002",Eogon:"\u0118",eogon:"\u0119",Eopf:"\ud835\udd3c",eopf:"\ud835\udd56",epar:"\u22d5",eparsl:"\u29e3",eplus:"\u2a71",epsi:"\u03b5",Epsilon:"\u0395",epsilon:"\u03b5",epsiv:"\u03f5",eqcirc:"\u2256",eqcolon:"\u2255",eqsim:"\u2242",eqslantgtr:"\u2a96",eqslantless:"\u2a95",Equal:"\u2a75",equals:"=",EqualTilde:"\u2242",equest:"\u225f",Equilibrium:"\u21cc",equiv:"\u2261",equivDD:"\u2a78",eqvparsl:"\u29e5",erarr:"\u2971",erDot:"\u2253",escr:"\u212f",Escr:"\u2130",esdot:"\u2250",Esim:"\u2a73",esim:"\u2242",Eta:"\u0397",eta:"\u03b7",ETH:"\xd0",eth:"\xf0",Euml:"\xcb",euml:"\xeb",euro:"\u20ac",excl:"!",exist:"\u2203",Exists:"\u2203",expectation:"\u2130",exponentiale:"\u2147",ExponentialE:"\u2147",fallingdotseq:"\u2252",Fcy:"\u0424",fcy:"\u0444",female:"\u2640",ffilig:"\ufb03",fflig:"\ufb00",ffllig:"\ufb04",Ffr:"\ud835\udd09",ffr:"\ud835\udd23",filig:"\ufb01",FilledSmallSquare:"\u25fc",FilledVerySmallSquare:"\u25aa",fjlig:"fj",flat:"\u266d",fllig:"\ufb02",fltns:"\u25b1",fnof:"\u0192",Fopf:"\ud835\udd3d",fopf:"\ud835\udd57",forall:"\u2200",ForAll:"\u2200",fork:"\u22d4",forkv:"\u2ad9",Fouriertrf:"\u2131",fpartint:"\u2a0d",frac12:"\xbd",frac13:"\u2153",frac14:"\xbc",frac15:"\u2155",frac16:"\u2159",frac18:"\u215b",frac23:"\u2154",frac25:"\u2156",frac34:"\xbe",frac35:"\u2157",frac38:"\u215c",frac45:"\u2158",frac56:"\u215a",frac58:"\u215d",frac78:"\u215e",frasl:"\u2044",frown:"\u2322",fscr:"\ud835\udcbb",Fscr:"\u2131",gacute:"\u01f5",Gamma:"\u0393",gamma:"\u03b3",Gammad:"\u03dc",gammad:"\u03dd",gap:"\u2a86",Gbreve:"\u011e",gbreve:"\u011f",Gcedil:"\u0122",Gcirc:"\u011c",gcirc:"\u011d",Gcy:"\u0413",gcy:"\u0433",Gdot:"\u0120",gdot:"\u0121",ge:"\u2265",gE:"\u2267",gEl:"\u2a8c",gel:"\u22db",geq:"\u2265",geqq:"\u2267",geqslant:"\u2a7e",gescc:"\u2aa9",ges:"\u2a7e",gesdot:"\u2a80",gesdoto:"\u2a82",gesdotol:"\u2a84",gesl:"\u22db\ufe00",gesles:"\u2a94",Gfr:"\ud835\udd0a",gfr:"\ud835\udd24",gg:"\u226b",Gg:"\u22d9",ggg:"\u22d9",gimel:"\u2137",GJcy:"\u0403",gjcy:"\u0453",gla:"\u2aa5",gl:"\u2277",glE:"\u2a92",glj:"\u2aa4",gnap:"\u2a8a",gnapprox:"\u2a8a",gne:"\u2a88",gnE:"\u2269",gneq:"\u2a88",gneqq:"\u2269",gnsim:"\u22e7",Gopf:"\ud835\udd3e",gopf:"\ud835\udd58",grave:"`",GreaterEqual:"\u2265",GreaterEqualLess:"\u22db",GreaterFullEqual:"\u2267",GreaterGreater:"\u2aa2",GreaterLess:"\u2277",GreaterSlantEqual:"\u2a7e",GreaterTilde:"\u2273",Gscr:"\ud835\udca2",gscr:"\u210a",gsim:"\u2273",gsime:"\u2a8e",gsiml:"\u2a90",gtcc:"\u2aa7",gtcir:"\u2a7a",gt:">",GT:">",Gt:"\u226b",gtdot:"\u22d7",gtlPar:"\u2995",gtquest:"\u2a7c",gtrapprox:"\u2a86",gtrarr:"\u2978",gtrdot:"\u22d7",gtreqless:"\u22db",gtreqqless:"\u2a8c",gtrless:"\u2277",gtrsim:"\u2273",gvertneqq:"\u2269\ufe00",gvnE:"\u2269\ufe00",Hacek:"\u02c7",hairsp:"\u200a",half:"\xbd",hamilt:"\u210b",HARDcy:"\u042a",hardcy:"\u044a",harrcir:"\u2948",harr:"\u2194",hArr:"\u21d4",harrw:"\u21ad",Hat:"^",hbar:"\u210f",Hcirc:"\u0124",hcirc:"\u0125",hearts:"\u2665",heartsuit:"\u2665",hellip:"\u2026",hercon:"\u22b9",hfr:"\ud835\udd25",Hfr:"\u210c",HilbertSpace:"\u210b",hksearow:"\u2925",hkswarow:"\u2926",hoarr:"\u21ff",homtht:"\u223b",hookleftarrow:"\u21a9",hookrightarrow:"\u21aa",hopf:"\ud835\udd59",Hopf:"\u210d",horbar:"\u2015",HorizontalLine:"\u2500",hscr:"\ud835\udcbd",Hscr:"\u210b",hslash:"\u210f",Hstrok:"\u0126",hstrok:"\u0127",HumpDownHump:"\u224e",HumpEqual:"\u224f",hybull:"\u2043",hyphen:"\u2010",Iacute:"\xcd",iacute:"\xed",ic:"\u2063",Icirc:"\xce",icirc:"\xee",Icy:"\u0418",icy:"\u0438",Idot:"\u0130",IEcy:"\u0415",iecy:"\u0435",iexcl:"\xa1",iff:"\u21d4",ifr:"\ud835\udd26",Ifr:"\u2111",Igrave:"\xcc",igrave:"\xec",ii:"\u2148",iiiint:"\u2a0c",iiint:"\u222d",iinfin:"\u29dc",iiota:"\u2129",IJlig:"\u0132",ijlig:"\u0133",Imacr:"\u012a",imacr:"\u012b",image:"\u2111",ImaginaryI:"\u2148",imagline:"\u2110",imagpart:"\u2111",imath:"\u0131",Im:"\u2111",imof:"\u22b7",imped:"\u01b5",Implies:"\u21d2",incare:"\u2105",in:"\u2208",infin:"\u221e",infintie:"\u29dd",inodot:"\u0131",intcal:"\u22ba",int:"\u222b",Int:"\u222c",integers:"\u2124",Integral:"\u222b",intercal:"\u22ba",Intersection:"\u22c2",intlarhk:"\u2a17",intprod:"\u2a3c",InvisibleComma:"\u2063",InvisibleTimes:"\u2062",IOcy:"\u0401",iocy:"\u0451",Iogon:"\u012e",iogon:"\u012f",Iopf:"\ud835\udd40",iopf:"\ud835\udd5a",Iota:"\u0399",iota:"\u03b9",iprod:"\u2a3c",iquest:"\xbf",iscr:"\ud835\udcbe",Iscr:"\u2110",isin:"\u2208",isindot:"\u22f5",isinE:"\u22f9",isins:"\u22f4",isinsv:"\u22f3",isinv:"\u2208",it:"\u2062",Itilde:"\u0128",itilde:"\u0129",Iukcy:"\u0406",iukcy:"\u0456",Iuml:"\xcf",iuml:"\xef",Jcirc:"\u0134",jcirc:"\u0135",Jcy:"\u0419",jcy:"\u0439",Jfr:"\ud835\udd0d",jfr:"\ud835\udd27",jmath:"\u0237",Jopf:"\ud835\udd41",jopf:"\ud835\udd5b",Jscr:"\ud835\udca5",jscr:"\ud835\udcbf",Jsercy:"\u0408",jsercy:"\u0458",Jukcy:"\u0404",jukcy:"\u0454",Kappa:"\u039a",kappa:"\u03ba",kappav:"\u03f0",Kcedil:"\u0136",kcedil:"\u0137",Kcy:"\u041a",kcy:"\u043a",Kfr:"\ud835\udd0e",kfr:"\ud835\udd28",kgreen:"\u0138",KHcy:"\u0425",khcy:"\u0445",KJcy:"\u040c",kjcy:"\u045c",Kopf:"\ud835\udd42",kopf:"\ud835\udd5c",Kscr:"\ud835\udca6",kscr:"\ud835\udcc0",lAarr:"\u21da",Lacute:"\u0139",lacute:"\u013a",laemptyv:"\u29b4",lagran:"\u2112",Lambda:"\u039b",lambda:"\u03bb",lang:"\u27e8",Lang:"\u27ea",langd:"\u2991",langle:"\u27e8",lap:"\u2a85",Laplacetrf:"\u2112",laquo:"\xab",larrb:"\u21e4",larrbfs:"\u291f",larr:"\u2190",Larr:"\u219e",lArr:"\u21d0",larrfs:"\u291d",larrhk:"\u21a9",larrlp:"\u21ab",larrpl:"\u2939",larrsim:"\u2973",larrtl:"\u21a2",latail:"\u2919",lAtail:"\u291b",lat:"\u2aab",late:"\u2aad",lates:"\u2aad\ufe00",lbarr:"\u290c",lBarr:"\u290e",lbbrk:"\u2772",lbrace:"{",lbrack:"[",lbrke:"\u298b",lbrksld:"\u298f",lbrkslu:"\u298d",Lcaron:"\u013d",lcaron:"\u013e",Lcedil:"\u013b",lcedil:"\u013c",lceil:"\u2308",lcub:"{",Lcy:"\u041b",lcy:"\u043b",ldca:"\u2936",ldquo:"\u201c",ldquor:"\u201e",ldrdhar:"\u2967",ldrushar:"\u294b",ldsh:"\u21b2",le:"\u2264",lE:"\u2266",LeftAngleBracket:"\u27e8",LeftArrowBar:"\u21e4",leftarrow:"\u2190",LeftArrow:"\u2190",Leftarrow:"\u21d0",LeftArrowRightArrow:"\u21c6",leftarrowtail:"\u21a2",LeftCeiling:"\u2308",LeftDoubleBracket:"\u27e6",LeftDownTeeVector:"\u2961",LeftDownVectorBar:"\u2959",LeftDownVector:"\u21c3",LeftFloor:"\u230a",leftharpoondown:"\u21bd",leftharpoonup:"\u21bc",leftleftarrows:"\u21c7",leftrightarrow:"\u2194",LeftRightArrow:"\u2194",Leftrightarrow:"\u21d4",leftrightarrows:"\u21c6",leftrightharpoons:"\u21cb",leftrightsquigarrow:"\u21ad",LeftRightVector:"\u294e",LeftTeeArrow:"\u21a4",LeftTee:"\u22a3",LeftTeeVector:"\u295a",leftthreetimes:"\u22cb",LeftTriangleBar:"\u29cf",LeftTriangle:"\u22b2",LeftTriangleEqual:"\u22b4",LeftUpDownVector:"\u2951",LeftUpTeeVector:"\u2960",LeftUpVectorBar:"\u2958",LeftUpVector:"\u21bf",LeftVectorBar:"\u2952",LeftVector:"\u21bc",lEg:"\u2a8b",leg:"\u22da",leq:"\u2264",leqq:"\u2266",leqslant:"\u2a7d",lescc:"\u2aa8",les:"\u2a7d",lesdot:"\u2a7f",lesdoto:"\u2a81",lesdotor:"\u2a83",lesg:"\u22da\ufe00",lesges:"\u2a93",lessapprox:"\u2a85",lessdot:"\u22d6",lesseqgtr:"\u22da",lesseqqgtr:"\u2a8b",LessEqualGreater:"\u22da",LessFullEqual:"\u2266",LessGreater:"\u2276",lessgtr:"\u2276",LessLess:"\u2aa1",lesssim:"\u2272",LessSlantEqual:"\u2a7d",LessTilde:"\u2272",lfisht:"\u297c",lfloor:"\u230a",Lfr:"\ud835\udd0f",lfr:"\ud835\udd29",lg:"\u2276",lgE:"\u2a91",lHar:"\u2962",lhard:"\u21bd",lharu:"\u21bc",lharul:"\u296a",lhblk:"\u2584",LJcy:"\u0409",ljcy:"\u0459",llarr:"\u21c7",ll:"\u226a",Ll:"\u22d8",llcorner:"\u231e",Lleftarrow:"\u21da",llhard:"\u296b",lltri:"\u25fa",Lmidot:"\u013f",lmidot:"\u0140",lmoustache:"\u23b0",lmoust:"\u23b0",lnap:"\u2a89",lnapprox:"\u2a89",lne:"\u2a87",lnE:"\u2268",lneq:"\u2a87",lneqq:"\u2268",lnsim:"\u22e6",loang:"\u27ec",loarr:"\u21fd",lobrk:"\u27e6",longleftarrow:"\u27f5",LongLeftArrow:"\u27f5",Longleftarrow:"\u27f8",longleftrightarrow:"\u27f7",LongLeftRightArrow:"\u27f7",Longleftrightarrow:"\u27fa",longmapsto:"\u27fc",longrightarrow:"\u27f6",LongRightArrow:"\u27f6",Longrightarrow:"\u27f9",looparrowleft:"\u21ab",looparrowright:"\u21ac",lopar:"\u2985",Lopf:"\ud835\udd43",lopf:"\ud835\udd5d",loplus:"\u2a2d",lotimes:"\u2a34",lowast:"\u2217",lowbar:"_",LowerLeftArrow:"\u2199",LowerRightArrow:"\u2198",loz:"\u25ca",lozenge:"\u25ca",lozf:"\u29eb",lpar:"(",lparlt:"\u2993",lrarr:"\u21c6",lrcorner:"\u231f",lrhar:"\u21cb",lrhard:"\u296d",lrm:"\u200e",lrtri:"\u22bf",lsaquo:"\u2039",lscr:"\ud835\udcc1",Lscr:"\u2112",lsh:"\u21b0",Lsh:"\u21b0",lsim:"\u2272",lsime:"\u2a8d",lsimg:"\u2a8f",lsqb:"[",lsquo:"\u2018",lsquor:"\u201a",Lstrok:"\u0141",lstrok:"\u0142",ltcc:"\u2aa6",ltcir:"\u2a79",lt:"<",LT:"<",Lt:"\u226a",ltdot:"\u22d6",lthree:"\u22cb",ltimes:"\u22c9",ltlarr:"\u2976",ltquest:"\u2a7b",ltri:"\u25c3",ltrie:"\u22b4",ltrif:"\u25c2",ltrPar:"\u2996",lurdshar:"\u294a",luruhar:"\u2966",lvertneqq:"\u2268\ufe00",lvnE:"\u2268\ufe00",macr:"\xaf",male:"\u2642",malt:"\u2720",maltese:"\u2720",Map:"\u2905",map:"\u21a6",mapsto:"\u21a6",mapstodown:"\u21a7",mapstoleft:"\u21a4",mapstoup:"\u21a5",marker:"\u25ae",mcomma:"\u2a29",Mcy:"\u041c",mcy:"\u043c",mdash:"\u2014",mDDot:"\u223a",measuredangle:"\u2221",MediumSpace:"\u205f",Mellintrf:"\u2133",Mfr:"\ud835\udd10",mfr:"\ud835\udd2a",mho:"\u2127",micro:"\xb5",midast:"*",midcir:"\u2af0",mid:"\u2223",middot:"\xb7",minusb:"\u229f",minus:"\u2212",minusd:"\u2238",minusdu:"\u2a2a",MinusPlus:"\u2213",mlcp:"\u2adb",mldr:"\u2026",mnplus:"\u2213",models:"\u22a7",Mopf:"\ud835\udd44",mopf:"\ud835\udd5e",mp:"\u2213",mscr:"\ud835\udcc2",Mscr:"\u2133",mstpos:"\u223e",Mu:"\u039c",mu:"\u03bc",multimap:"\u22b8",mumap:"\u22b8",nabla:"\u2207",Nacute:"\u0143",nacute:"\u0144",nang:"\u2220\u20d2",nap:"\u2249",napE:"\u2a70\u0338",napid:"\u224b\u0338",napos:"\u0149",napprox:"\u2249",natural:"\u266e",naturals:"\u2115",natur:"\u266e",nbsp:"\xa0",nbump:"\u224e\u0338",nbumpe:"\u224f\u0338",ncap:"\u2a43",Ncaron:"\u0147",ncaron:"\u0148",Ncedil:"\u0145",ncedil:"\u0146",ncong:"\u2247",ncongdot:"\u2a6d\u0338",ncup:"\u2a42",Ncy:"\u041d",ncy:"\u043d",ndash:"\u2013",nearhk:"\u2924",nearr:"\u2197",neArr:"\u21d7",nearrow:"\u2197",ne:"\u2260",nedot:"\u2250\u0338",NegativeMediumSpace:"\u200b",NegativeThickSpace:"\u200b",NegativeThinSpace:"\u200b",NegativeVeryThinSpace:"\u200b",nequiv:"\u2262",nesear:"\u2928",nesim:"\u2242\u0338",NestedGreaterGreater:"\u226b",NestedLessLess:"\u226a",NewLine:"\n",nexist:"\u2204",nexists:"\u2204",Nfr:"\ud835\udd11",nfr:"\ud835\udd2b",ngE:"\u2267\u0338",nge:"\u2271",ngeq:"\u2271",ngeqq:"\u2267\u0338",ngeqslant:"\u2a7e\u0338",nges:"\u2a7e\u0338",nGg:"\u22d9\u0338",ngsim:"\u2275",nGt:"\u226b\u20d2",ngt:"\u226f",ngtr:"\u226f",nGtv:"\u226b\u0338",nharr:"\u21ae",nhArr:"\u21ce",nhpar:"\u2af2",ni:"\u220b",nis:"\u22fc",nisd:"\u22fa",niv:"\u220b",NJcy:"\u040a",njcy:"\u045a",nlarr:"\u219a",nlArr:"\u21cd",nldr:"\u2025",nlE:"\u2266\u0338",nle:"\u2270",nleftarrow:"\u219a",nLeftarrow:"\u21cd",nleftrightarrow:"\u21ae",nLeftrightarrow:"\u21ce",nleq:"\u2270",nleqq:"\u2266\u0338",nleqslant:"\u2a7d\u0338",nles:"\u2a7d\u0338",nless:"\u226e",nLl:"\u22d8\u0338",nlsim:"\u2274",nLt:"\u226a\u20d2",nlt:"\u226e",nltri:"\u22ea",nltrie:"\u22ec",nLtv:"\u226a\u0338",nmid:"\u2224",NoBreak:"\u2060",NonBreakingSpace:"\xa0",nopf:"\ud835\udd5f",Nopf:"\u2115",Not:"\u2aec",not:"\xac",NotCongruent:"\u2262",NotCupCap:"\u226d",NotDoubleVerticalBar:"\u2226",NotElement:"\u2209",NotEqual:"\u2260",NotEqualTilde:"\u2242\u0338",NotExists:"\u2204",NotGreater:"\u226f",NotGreaterEqual:"\u2271",NotGreaterFullEqual:"\u2267\u0338",NotGreaterGreater:"\u226b\u0338",NotGreaterLess:"\u2279",NotGreaterSlantEqual:"\u2a7e\u0338",NotGreaterTilde:"\u2275",NotHumpDownHump:"\u224e\u0338",NotHumpEqual:"\u224f\u0338",notin:"\u2209",notindot:"\u22f5\u0338",notinE:"\u22f9\u0338",notinva:"\u2209",notinvb:"\u22f7",notinvc:"\u22f6",NotLeftTriangleBar:"\u29cf\u0338",NotLeftTriangle:"\u22ea",NotLeftTriangleEqual:"\u22ec",NotLess:"\u226e",NotLessEqual:"\u2270",NotLessGreater:"\u2278",NotLessLess:"\u226a\u0338",NotLessSlantEqual:"\u2a7d\u0338",NotLessTilde:"\u2274",NotNestedGreaterGreater:"\u2aa2\u0338",NotNestedLessLess:"\u2aa1\u0338",notni:"\u220c",notniva:"\u220c",notnivb:"\u22fe",notnivc:"\u22fd",NotPrecedes:"\u2280",NotPrecedesEqual:"\u2aaf\u0338",NotPrecedesSlantEqual:"\u22e0",NotReverseElement:"\u220c",NotRightTriangleBar:"\u29d0\u0338",NotRightTriangle:"\u22eb",NotRightTriangleEqual:"\u22ed",NotSquareSubset:"\u228f\u0338",NotSquareSubsetEqual:"\u22e2",NotSquareSuperset:"\u2290\u0338",NotSquareSupersetEqual:"\u22e3",NotSubset:"\u2282\u20d2",NotSubsetEqual:"\u2288",NotSucceeds:"\u2281",NotSucceedsEqual:"\u2ab0\u0338",NotSucceedsSlantEqual:"\u22e1",NotSucceedsTilde:"\u227f\u0338",NotSuperset:"\u2283\u20d2",NotSupersetEqual:"\u2289",NotTilde:"\u2241",NotTildeEqual:"\u2244",NotTildeFullEqual:"\u2247",NotTildeTilde:"\u2249",NotVerticalBar:"\u2224",nparallel:"\u2226",npar:"\u2226",nparsl:"\u2afd\u20e5",npart:"\u2202\u0338",npolint:"\u2a14",npr:"\u2280",nprcue:"\u22e0",nprec:"\u2280",npreceq:"\u2aaf\u0338",npre:"\u2aaf\u0338",nrarrc:"\u2933\u0338",nrarr:"\u219b",nrArr:"\u21cf",nrarrw:"\u219d\u0338",nrightarrow:"\u219b",nRightarrow:"\u21cf",nrtri:"\u22eb",nrtrie:"\u22ed",nsc:"\u2281",nsccue:"\u22e1",nsce:"\u2ab0\u0338",Nscr:"\ud835\udca9",nscr:"\ud835\udcc3",nshortmid:"\u2224",nshortparallel:"\u2226",nsim:"\u2241",nsime:"\u2244",nsimeq:"\u2244",nsmid:"\u2224",nspar:"\u2226",nsqsube:"\u22e2",nsqsupe:"\u22e3",nsub:"\u2284",nsubE:"\u2ac5\u0338",nsube:"\u2288",nsubset:"\u2282\u20d2",nsubseteq:"\u2288",nsubseteqq:"\u2ac5\u0338",nsucc:"\u2281",nsucceq:"\u2ab0\u0338",nsup:"\u2285",nsupE:"\u2ac6\u0338",nsupe:"\u2289",nsupset:"\u2283\u20d2",nsupseteq:"\u2289",nsupseteqq:"\u2ac6\u0338",ntgl:"\u2279",Ntilde:"\xd1",ntilde:"\xf1",ntlg:"\u2278",ntriangleleft:"\u22ea",ntrianglelefteq:"\u22ec",ntriangleright:"\u22eb",ntrianglerighteq:"\u22ed",Nu:"\u039d",nu:"\u03bd",num:"#",numero:"\u2116",numsp:"\u2007",nvap:"\u224d\u20d2",nvdash:"\u22ac",nvDash:"\u22ad",nVdash:"\u22ae",nVDash:"\u22af",nvge:"\u2265\u20d2",nvgt:">\u20d2",nvHarr:"\u2904",nvinfin:"\u29de",nvlArr:"\u2902",nvle:"\u2264\u20d2",nvlt:"<\u20d2",nvltrie:"\u22b4\u20d2",nvrArr:"\u2903",nvrtrie:"\u22b5\u20d2",nvsim:"\u223c\u20d2",nwarhk:"\u2923",nwarr:"\u2196",nwArr:"\u21d6",nwarrow:"\u2196",nwnear:"\u2927",Oacute:"\xd3",oacute:"\xf3",oast:"\u229b",Ocirc:"\xd4",ocirc:"\xf4",ocir:"\u229a",Ocy:"\u041e",ocy:"\u043e",odash:"\u229d",Odblac:"\u0150",odblac:"\u0151",odiv:"\u2a38",odot:"\u2299",odsold:"\u29bc",OElig:"\u0152",oelig:"\u0153",ofcir:"\u29bf",Ofr:"\ud835\udd12",ofr:"\ud835\udd2c",ogon:"\u02db",Ograve:"\xd2",ograve:"\xf2",ogt:"\u29c1",ohbar:"\u29b5",ohm:"\u03a9",oint:"\u222e",olarr:"\u21ba",olcir:"\u29be",olcross:"\u29bb",oline:"\u203e",olt:"\u29c0",Omacr:"\u014c",omacr:"\u014d",Omega:"\u03a9",omega:"\u03c9",Omicron:"\u039f",omicron:"\u03bf",omid:"\u29b6",ominus:"\u2296",Oopf:"\ud835\udd46",oopf:"\ud835\udd60",opar:"\u29b7",OpenCurlyDoubleQuote:"\u201c",OpenCurlyQuote:"\u2018",operp:"\u29b9",oplus:"\u2295",orarr:"\u21bb",Or:"\u2a54",or:"\u2228",ord:"\u2a5d",order:"\u2134",orderof:"\u2134",ordf:"\xaa",ordm:"\xba",origof:"\u22b6",oror:"\u2a56",orslope:"\u2a57",orv:"\u2a5b",oS:"\u24c8",Oscr:"\ud835\udcaa",oscr:"\u2134",Oslash:"\xd8",oslash:"\xf8",osol:"\u2298",Otilde:"\xd5",otilde:"\xf5",otimesas:"\u2a36",Otimes:"\u2a37",otimes:"\u2297",Ouml:"\xd6",ouml:"\xf6",ovbar:"\u233d",OverBar:"\u203e",OverBrace:"\u23de",OverBracket:"\u23b4",OverParenthesis:"\u23dc",para:"\xb6",parallel:"\u2225",par:"\u2225",parsim:"\u2af3",parsl:"\u2afd",part:"\u2202",PartialD:"\u2202",Pcy:"\u041f",pcy:"\u043f",percnt:"%",period:".",permil:"\u2030",perp:"\u22a5",pertenk:"\u2031",Pfr:"\ud835\udd13",pfr:"\ud835\udd2d",Phi:"\u03a6",phi:"\u03c6",phiv:"\u03d5",phmmat:"\u2133",phone:"\u260e",Pi:"\u03a0",pi:"\u03c0",pitchfork:"\u22d4",piv:"\u03d6",planck:"\u210f",planckh:"\u210e",plankv:"\u210f",plusacir:"\u2a23",plusb:"\u229e",pluscir:"\u2a22",plus:"+",plusdo:"\u2214",plusdu:"\u2a25",pluse:"\u2a72",PlusMinus:"\xb1",plusmn:"\xb1",plussim:"\u2a26",plustwo:"\u2a27",pm:"\xb1",Poincareplane:"\u210c",pointint:"\u2a15",popf:"\ud835\udd61",Popf:"\u2119",pound:"\xa3",prap:"\u2ab7",Pr:"\u2abb",pr:"\u227a",prcue:"\u227c",precapprox:"\u2ab7",prec:"\u227a",preccurlyeq:"\u227c",Precedes:"\u227a",PrecedesEqual:"\u2aaf",PrecedesSlantEqual:"\u227c",PrecedesTilde:"\u227e",preceq:"\u2aaf",precnapprox:"\u2ab9",precneqq:"\u2ab5",precnsim:"\u22e8",pre:"\u2aaf",prE:"\u2ab3",precsim:"\u227e",prime:"\u2032",Prime:"\u2033",primes:"\u2119",prnap:"\u2ab9",prnE:"\u2ab5",prnsim:"\u22e8",prod:"\u220f",Product:"\u220f",profalar:"\u232e",profline:"\u2312",profsurf:"\u2313",prop:"\u221d",Proportional:"\u221d",Proportion:"\u2237",propto:"\u221d",prsim:"\u227e",prurel:"\u22b0",Pscr:"\ud835\udcab",pscr:"\ud835\udcc5",Psi:"\u03a8",psi:"\u03c8",puncsp:"\u2008",Qfr:"\ud835\udd14",qfr:"\ud835\udd2e",qint:"\u2a0c",qopf:"\ud835\udd62",Qopf:"\u211a",qprime:"\u2057",Qscr:"\ud835\udcac",qscr:"\ud835\udcc6",quaternions:"\u210d",quatint:"\u2a16",quest:"?",questeq:"\u225f",quot:'"',QUOT:'"',rAarr:"\u21db",race:"\u223d\u0331",Racute:"\u0154",racute:"\u0155",radic:"\u221a",raemptyv:"\u29b3",rang:"\u27e9",Rang:"\u27eb",rangd:"\u2992",range:"\u29a5",rangle:"\u27e9",raquo:"\xbb",rarrap:"\u2975",rarrb:"\u21e5",rarrbfs:"\u2920",rarrc:"\u2933",rarr:"\u2192",Rarr:"\u21a0",rArr:"\u21d2",rarrfs:"\u291e",rarrhk:"\u21aa",rarrlp:"\u21ac",rarrpl:"\u2945",rarrsim:"\u2974",Rarrtl:"\u2916",rarrtl:"\u21a3",rarrw:"\u219d",ratail:"\u291a",rAtail:"\u291c",ratio:"\u2236",rationals:"\u211a",rbarr:"\u290d",rBarr:"\u290f",RBarr:"\u2910",rbbrk:"\u2773",rbrace:"}",rbrack:"]",rbrke:"\u298c",rbrksld:"\u298e",rbrkslu:"\u2990",Rcaron:"\u0158",rcaron:"\u0159",Rcedil:"\u0156",rcedil:"\u0157",rceil:"\u2309",rcub:"}",Rcy:"\u0420",rcy:"\u0440",rdca:"\u2937",rdldhar:"\u2969",rdquo:"\u201d",rdquor:"\u201d",rdsh:"\u21b3",real:"\u211c",realine:"\u211b",realpart:"\u211c",reals:"\u211d",Re:"\u211c",rect:"\u25ad",reg:"\xae",REG:"\xae",ReverseElement:"\u220b",ReverseEquilibrium:"\u21cb",ReverseUpEquilibrium:"\u296f",rfisht:"\u297d",rfloor:"\u230b",rfr:"\ud835\udd2f",Rfr:"\u211c",rHar:"\u2964",rhard:"\u21c1",rharu:"\u21c0",rharul:"\u296c",Rho:"\u03a1",rho:"\u03c1",rhov:"\u03f1",RightAngleBracket:"\u27e9",RightArrowBar:"\u21e5",rightarrow:"\u2192",RightArrow:"\u2192",Rightarrow:"\u21d2",RightArrowLeftArrow:"\u21c4",rightarrowtail:"\u21a3",RightCeiling:"\u2309",RightDoubleBracket:"\u27e7",RightDownTeeVector:"\u295d",RightDownVectorBar:"\u2955",RightDownVector:"\u21c2",RightFloor:"\u230b",rightharpoondown:"\u21c1",rightharpoonup:"\u21c0",rightleftarrows:"\u21c4",rightleftharpoons:"\u21cc",rightrightarrows:"\u21c9",rightsquigarrow:"\u219d",RightTeeArrow:"\u21a6",RightTee:"\u22a2",RightTeeVector:"\u295b",rightthreetimes:"\u22cc",RightTriangleBar:"\u29d0",RightTriangle:"\u22b3",RightTriangleEqual:"\u22b5",RightUpDownVector:"\u294f",RightUpTeeVector:"\u295c",RightUpVectorBar:"\u2954",RightUpVector:"\u21be",RightVectorBar:"\u2953",RightVector:"\u21c0",ring:"\u02da",risingdotseq:"\u2253",rlarr:"\u21c4",rlhar:"\u21cc",rlm:"\u200f",rmoustache:"\u23b1",rmoust:"\u23b1",rnmid:"\u2aee",roang:"\u27ed",roarr:"\u21fe",robrk:"\u27e7",ropar:"\u2986",ropf:"\ud835\udd63",Ropf:"\u211d",roplus:"\u2a2e",rotimes:"\u2a35",RoundImplies:"\u2970",rpar:")",rpargt:"\u2994",rppolint:"\u2a12",rrarr:"\u21c9",Rrightarrow:"\u21db",rsaquo:"\u203a",rscr:"\ud835\udcc7",Rscr:"\u211b",rsh:"\u21b1",Rsh:"\u21b1",rsqb:"]",rsquo:"\u2019",rsquor:"\u2019",rthree:"\u22cc",rtimes:"\u22ca",rtri:"\u25b9",rtrie:"\u22b5",rtrif:"\u25b8",rtriltri:"\u29ce",RuleDelayed:"\u29f4",ruluhar:"\u2968",rx:"\u211e",Sacute:"\u015a",sacute:"\u015b",sbquo:"\u201a",scap:"\u2ab8",Scaron:"\u0160",scaron:"\u0161",Sc:"\u2abc",sc:"\u227b",sccue:"\u227d",sce:"\u2ab0",scE:"\u2ab4",Scedil:"\u015e",scedil:"\u015f",Scirc:"\u015c",scirc:"\u015d",scnap:"\u2aba",scnE:"\u2ab6",scnsim:"\u22e9",scpolint:"\u2a13",scsim:"\u227f",Scy:"\u0421",scy:"\u0441",sdotb:"\u22a1",sdot:"\u22c5",sdote:"\u2a66",searhk:"\u2925",searr:"\u2198",seArr:"\u21d8",searrow:"\u2198",sect:"\xa7",semi:";",seswar:"\u2929",setminus:"\u2216",setmn:"\u2216",sext:"\u2736",Sfr:"\ud835\udd16",sfr:"\ud835\udd30",sfrown:"\u2322",sharp:"\u266f",SHCHcy:"\u0429",shchcy:"\u0449",SHcy:"\u0428",shcy:"\u0448",ShortDownArrow:"\u2193",ShortLeftArrow:"\u2190",shortmid:"\u2223",shortparallel:"\u2225",ShortRightArrow:"\u2192",ShortUpArrow:"\u2191",shy:"\xad",Sigma:"\u03a3",sigma:"\u03c3",sigmaf:"\u03c2",sigmav:"\u03c2",sim:"\u223c",simdot:"\u2a6a",sime:"\u2243",simeq:"\u2243",simg:"\u2a9e",simgE:"\u2aa0",siml:"\u2a9d",simlE:"\u2a9f",simne:"\u2246",simplus:"\u2a24",simrarr:"\u2972",slarr:"\u2190",SmallCircle:"\u2218",smallsetminus:"\u2216",smashp:"\u2a33",smeparsl:"\u29e4",smid:"\u2223",smile:"\u2323",smt:"\u2aaa",smte:"\u2aac",smtes:"\u2aac\ufe00",SOFTcy:"\u042c",softcy:"\u044c",solbar:"\u233f",solb:"\u29c4",sol:"/",Sopf:"\ud835\udd4a",sopf:"\ud835\udd64",spades:"\u2660",spadesuit:"\u2660",spar:"\u2225",sqcap:"\u2293",sqcaps:"\u2293\ufe00",sqcup:"\u2294",sqcups:"\u2294\ufe00",Sqrt:"\u221a",sqsub:"\u228f",sqsube:"\u2291",sqsubset:"\u228f",sqsubseteq:"\u2291",sqsup:"\u2290",sqsupe:"\u2292",sqsupset:"\u2290",sqsupseteq:"\u2292",square:"\u25a1",Square:"\u25a1",SquareIntersection:"\u2293",SquareSubset:"\u228f",SquareSubsetEqual:"\u2291",SquareSuperset:"\u2290",SquareSupersetEqual:"\u2292",SquareUnion:"\u2294",squarf:"\u25aa",squ:"\u25a1",squf:"\u25aa",srarr:"\u2192",Sscr:"\ud835\udcae",sscr:"\ud835\udcc8",ssetmn:"\u2216",ssmile:"\u2323",sstarf:"\u22c6",Star:"\u22c6",star:"\u2606",starf:"\u2605",straightepsilon:"\u03f5",straightphi:"\u03d5",strns:"\xaf",sub:"\u2282",Sub:"\u22d0",subdot:"\u2abd",subE:"\u2ac5",sube:"\u2286",subedot:"\u2ac3",submult:"\u2ac1",subnE:"\u2acb",subne:"\u228a",subplus:"\u2abf",subrarr:"\u2979",subset:"\u2282",Subset:"\u22d0",subseteq:"\u2286",subseteqq:"\u2ac5",SubsetEqual:"\u2286",subsetneq:"\u228a",subsetneqq:"\u2acb",subsim:"\u2ac7",subsub:"\u2ad5",subsup:"\u2ad3",succapprox:"\u2ab8",succ:"\u227b",succcurlyeq:"\u227d",Succeeds:"\u227b",SucceedsEqual:"\u2ab0",SucceedsSlantEqual:"\u227d",SucceedsTilde:"\u227f",succeq:"\u2ab0",succnapprox:"\u2aba",succneqq:"\u2ab6",succnsim:"\u22e9",succsim:"\u227f",SuchThat:"\u220b",sum:"\u2211",Sum:"\u2211",sung:"\u266a",sup1:"\xb9",sup2:"\xb2",sup3:"\xb3",sup:"\u2283",Sup:"\u22d1",supdot:"\u2abe",supdsub:"\u2ad8",supE:"\u2ac6",supe:"\u2287",supedot:"\u2ac4",Superset:"\u2283",SupersetEqual:"\u2287",suphsol:"\u27c9",suphsub:"\u2ad7",suplarr:"\u297b",supmult:"\u2ac2",supnE:"\u2acc",supne:"\u228b",supplus:"\u2ac0",supset:"\u2283",Supset:"\u22d1",supseteq:"\u2287",supseteqq:"\u2ac6",supsetneq:"\u228b",supsetneqq:"\u2acc",supsim:"\u2ac8",supsub:"\u2ad4",supsup:"\u2ad6",swarhk:"\u2926",swarr:"\u2199",swArr:"\u21d9",swarrow:"\u2199",swnwar:"\u292a",szlig:"\xdf",Tab:"\t",target:"\u2316",Tau:"\u03a4",tau:"\u03c4",tbrk:"\u23b4",Tcaron:"\u0164",tcaron:"\u0165",Tcedil:"\u0162",tcedil:"\u0163",Tcy:"\u0422",tcy:"\u0442",tdot:"\u20db",telrec:"\u2315",Tfr:"\ud835\udd17",tfr:"\ud835\udd31",there4:"\u2234",therefore:"\u2234",Therefore:"\u2234",Theta:"\u0398",theta:"\u03b8",thetasym:"\u03d1",thetav:"\u03d1",thickapprox:"\u2248",thicksim:"\u223c",ThickSpace:"\u205f\u200a",ThinSpace:"\u2009",thinsp:"\u2009",thkap:"\u2248",thksim:"\u223c",THORN:"\xde",thorn:"\xfe",tilde:"\u02dc",Tilde:"\u223c",TildeEqual:"\u2243",TildeFullEqual:"\u2245",TildeTilde:"\u2248",timesbar:"\u2a31",timesb:"\u22a0",times:"\xd7",timesd:"\u2a30",tint:"\u222d",toea:"\u2928",topbot:"\u2336",topcir:"\u2af1",top:"\u22a4",Topf:"\ud835\udd4b",topf:"\ud835\udd65",topfork:"\u2ada",tosa:"\u2929",tprime:"\u2034",trade:"\u2122",TRADE:"\u2122",triangle:"\u25b5",triangledown:"\u25bf",triangleleft:"\u25c3",trianglelefteq:"\u22b4",triangleq:"\u225c",triangleright:"\u25b9",trianglerighteq:"\u22b5",tridot:"\u25ec",trie:"\u225c",triminus:"\u2a3a",TripleDot:"\u20db",triplus:"\u2a39",trisb:"\u29cd",tritime:"\u2a3b",trpezium:"\u23e2",Tscr:"\ud835\udcaf",tscr:"\ud835\udcc9",TScy:"\u0426",tscy:"\u0446",TSHcy:"\u040b",tshcy:"\u045b",Tstrok:"\u0166",tstrok:"\u0167",twixt:"\u226c",twoheadleftarrow:"\u219e",twoheadrightarrow:"\u21a0",Uacute:"\xda",uacute:"\xfa",uarr:"\u2191",Uarr:"\u219f",uArr:"\u21d1",Uarrocir:"\u2949",Ubrcy:"\u040e",ubrcy:"\u045e",Ubreve:"\u016c",ubreve:"\u016d",Ucirc:"\xdb",ucirc:"\xfb",Ucy:"\u0423",ucy:"\u0443",udarr:"\u21c5",Udblac:"\u0170",udblac:"\u0171",udhar:"\u296e",ufisht:"\u297e",Ufr:"\ud835\udd18",ufr:"\ud835\udd32",Ugrave:"\xd9",ugrave:"\xf9",uHar:"\u2963",uharl:"\u21bf",uharr:"\u21be",uhblk:"\u2580",ulcorn:"\u231c",ulcorner:"\u231c",ulcrop:"\u230f",ultri:"\u25f8",Umacr:"\u016a",umacr:"\u016b",uml:"\xa8",UnderBar:"_",UnderBrace:"\u23df",UnderBracket:"\u23b5",UnderParenthesis:"\u23dd",Union:"\u22c3",UnionPlus:"\u228e",Uogon:"\u0172",uogon:"\u0173",Uopf:"\ud835\udd4c",uopf:"\ud835\udd66",UpArrowBar:"\u2912",uparrow:"\u2191",UpArrow:"\u2191",Uparrow:"\u21d1",UpArrowDownArrow:"\u21c5",updownarrow:"\u2195",UpDownArrow:"\u2195",Updownarrow:"\u21d5",UpEquilibrium:"\u296e",upharpoonleft:"\u21bf",upharpoonright:"\u21be",uplus:"\u228e",UpperLeftArrow:"\u2196",UpperRightArrow:"\u2197",upsi:"\u03c5",Upsi:"\u03d2",upsih:"\u03d2",Upsilon:"\u03a5",upsilon:"\u03c5",UpTeeArrow:"\u21a5",UpTee:"\u22a5",upuparrows:"\u21c8",urcorn:"\u231d",urcorner:"\u231d",urcrop:"\u230e",Uring:"\u016e",uring:"\u016f",urtri:"\u25f9",Uscr:"\ud835\udcb0",uscr:"\ud835\udcca",utdot:"\u22f0",Utilde:"\u0168",utilde:"\u0169",utri:"\u25b5",utrif:"\u25b4",uuarr:"\u21c8",Uuml:"\xdc",uuml:"\xfc",uwangle:"\u29a7",vangrt:"\u299c",varepsilon:"\u03f5",varkappa:"\u03f0",varnothing:"\u2205",varphi:"\u03d5",varpi:"\u03d6",varpropto:"\u221d",varr:"\u2195",vArr:"\u21d5",varrho:"\u03f1",varsigma:"\u03c2",varsubsetneq:"\u228a\ufe00",varsubsetneqq:"\u2acb\ufe00",varsupsetneq:"\u228b\ufe00",varsupsetneqq:"\u2acc\ufe00",vartheta:"\u03d1",vartriangleleft:"\u22b2",vartriangleright:"\u22b3",vBar:"\u2ae8",Vbar:"\u2aeb",vBarv:"\u2ae9",Vcy:"\u0412",vcy:"\u0432",vdash:"\u22a2",vDash:"\u22a8",Vdash:"\u22a9",VDash:"\u22ab",Vdashl:"\u2ae6",veebar:"\u22bb",vee:"\u2228",Vee:"\u22c1",veeeq:"\u225a",vellip:"\u22ee",verbar:"|",Verbar:"\u2016",vert:"|",Vert:"\u2016",VerticalBar:"\u2223",VerticalLine:"|",VerticalSeparator:"\u2758",VerticalTilde:"\u2240",VeryThinSpace:"\u200a",Vfr:"\ud835\udd19",vfr:"\ud835\udd33",vltri:"\u22b2",vnsub:"\u2282\u20d2",vnsup:"\u2283\u20d2",Vopf:"\ud835\udd4d",vopf:"\ud835\udd67",vprop:"\u221d",vrtri:"\u22b3",Vscr:"\ud835\udcb1",vscr:"\ud835\udccb",vsubnE:"\u2acb\ufe00",vsubne:"\u228a\ufe00",vsupnE:"\u2acc\ufe00",vsupne:"\u228b\ufe00",Vvdash:"\u22aa",vzigzag:"\u299a",Wcirc:"\u0174",wcirc:"\u0175",wedbar:"\u2a5f",wedge:"\u2227",Wedge:"\u22c0",wedgeq:"\u2259",weierp:"\u2118",Wfr:"\ud835\udd1a",wfr:"\ud835\udd34",Wopf:"\ud835\udd4e",wopf:"\ud835\udd68",wp:"\u2118",wr:"\u2240",wreath:"\u2240",Wscr:"\ud835\udcb2",wscr:"\ud835\udccc",xcap:"\u22c2",xcirc:"\u25ef",xcup:"\u22c3",xdtri:"\u25bd",Xfr:"\ud835\udd1b",xfr:"\ud835\udd35",xharr:"\u27f7",xhArr:"\u27fa",Xi:"\u039e",xi:"\u03be",xlarr:"\u27f5",xlArr:"\u27f8",xmap:"\u27fc",xnis:"\u22fb",xodot:"\u2a00",Xopf:"\ud835\udd4f",xopf:"\ud835\udd69",xoplus:"\u2a01",xotime:"\u2a02",xrarr:"\u27f6",xrArr:"\u27f9",Xscr:"\ud835\udcb3",xscr:"\ud835\udccd",xsqcup:"\u2a06",xuplus:"\u2a04",xutri:"\u25b3",xvee:"\u22c1",xwedge:"\u22c0",Yacute:"\xdd",yacute:"\xfd",YAcy:"\u042f",yacy:"\u044f",Ycirc:"\u0176",ycirc:"\u0177",Ycy:"\u042b",ycy:"\u044b",yen:"\xa5",Yfr:"\ud835\udd1c",yfr:"\ud835\udd36",YIcy:"\u0407",yicy:"\u0457",Yopf:"\ud835\udd50",yopf:"\ud835\udd6a",Yscr:"\ud835\udcb4",yscr:"\ud835\udcce",YUcy:"\u042e",yucy:"\u044e",yuml:"\xff",Yuml:"\u0178",Zacute:"\u0179",zacute:"\u017a",Zcaron:"\u017d",zcaron:"\u017e",Zcy:"\u0417",zcy:"\u0437",Zdot:"\u017b",zdot:"\u017c",zeetrf:"\u2128",ZeroWidthSpace:"\u200b",Zeta:"\u0396",zeta:"\u03b6",zfr:"\ud835\udd37",Zfr:"\u2128",ZHcy:"\u0416",zhcy:"\u0436",zigrarr:"\u21dd",zopf:"\ud835\udd6b",Zopf:"\u2124",Zscr:"\ud835\udcb5",zscr:"\ud835\udccf",zwj:"\u200d",zwnj:"\u200c"},t=/[!-#%-\*,-\/:;\?@\[-\]_\{\}\xA1\xA7\xAB\xB6\xB7\xBB\xBF\u037E\u0387\u055A-\u055F\u0589\u058A\u05BE\u05C0\u05C3\u05C6\u05F3\u05F4\u0609\u060A\u060C\u060D\u061B\u061E\u061F\u066A-\u066D\u06D4\u0700-\u070D\u07F7-\u07F9\u0830-\u083E\u085E\u0964\u0965\u0970\u09FD\u0A76\u0AF0\u0C84\u0DF4\u0E4F\u0E5A\u0E5B\u0F04-\u0F12\u0F14\u0F3A-\u0F3D\u0F85\u0FD0-\u0FD4\u0FD9\u0FDA\u104A-\u104F\u10FB\u1360-\u1368\u1400\u166D\u166E\u169B\u169C\u16EB-\u16ED\u1735\u1736\u17D4-\u17D6\u17D8-\u17DA\u1800-\u180A\u1944\u1945\u1A1E\u1A1F\u1AA0-\u1AA6\u1AA8-\u1AAD\u1B5A-\u1B60\u1BFC-\u1BFF\u1C3B-\u1C3F\u1C7E\u1C7F\u1CC0-\u1CC7\u1CD3\u2010-\u2027\u2030-\u2043\u2045-\u2051\u2053-\u205E\u207D\u207E\u208D\u208E\u2308-\u230B\u2329\u232A\u2768-\u2775\u27C5\u27C6\u27E6-\u27EF\u2983-\u2998\u29D8-\u29DB\u29FC\u29FD\u2CF9-\u2CFC\u2CFE\u2CFF\u2D70\u2E00-\u2E2E\u2E30-\u2E4E\u3001-\u3003\u3008-\u3011\u3014-\u301F\u3030\u303D\u30A0\u30FB\uA4FE\uA4FF\uA60D-\uA60F\uA673\uA67E\uA6F2-\uA6F7\uA874-\uA877\uA8CE\uA8CF\uA8F8-\uA8FA\uA8FC\uA92E\uA92F\uA95F\uA9C1-\uA9CD\uA9DE\uA9DF\uAA5C-\uAA5F\uAADE\uAADF\uAAF0\uAAF1\uABEB\uFD3E\uFD3F\uFE10-\uFE19\uFE30-\uFE52\uFE54-\uFE61\uFE63\uFE68\uFE6A\uFE6B\uFF01-\uFF03\uFF05-\uFF0A\uFF0C-\uFF0F\uFF1A\uFF1B\uFF1F\uFF20\uFF3B-\uFF3D\uFF3F\uFF5B\uFF5D\uFF5F-\uFF65]|\uD800[\uDD00-\uDD02\uDF9F\uDFD0]|\uD801\uDD6F|\uD802[\uDC57\uDD1F\uDD3F\uDE50-\uDE58\uDE7F\uDEF0-\uDEF6\uDF39-\uDF3F\uDF99-\uDF9C]|\uD803[\uDF55-\uDF59]|\uD804[\uDC47-\uDC4D\uDCBB\uDCBC\uDCBE-\uDCC1\uDD40-\uDD43\uDD74\uDD75\uDDC5-\uDDC8\uDDCD\uDDDB\uDDDD-\uDDDF\uDE38-\uDE3D\uDEA9]|\uD805[\uDC4B-\uDC4F\uDC5B\uDC5D\uDCC6\uDDC1-\uDDD7\uDE41-\uDE43\uDE60-\uDE6C\uDF3C-\uDF3E]|\uD806[\uDC3B\uDE3F-\uDE46\uDE9A-\uDE9C\uDE9E-\uDEA2]|\uD807[\uDC41-\uDC45\uDC70\uDC71\uDEF7\uDEF8]|\uD809[\uDC70-\uDC74]|\uD81A[\uDE6E\uDE6F\uDEF5\uDF37-\uDF3B\uDF44]|\uD81B[\uDE97-\uDE9A]|\uD82F\uDC9F|\uD836[\uDE87-\uDE8B]|\uD83A[\uDD5E\uDD5F]/,n={};function 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s,o,i,a,c,l,u,p,h,f,d,m,g,_,k,b,v,C,y,A,x=e.lineMax,D=e.bMarks[r]+e.tShift[r],w=e.eMarks[r];if(e.sCount[r]-e.blkIndent>=4)return!1;if(62!==e.src.charCodeAt(D++))return!1;if(n)return!0;for(a=h=e.sCount[r]+1,32===e.src.charCodeAt(D)?(D++,a++,h++,s=!1,b=!0):9===e.src.charCodeAt(D)?(b=!0,(e.bsCount[r]+h)%4==3?(D++,a++,h++,s=!1):s=!0):b=!1,f=[e.bMarks[r]],e.bMarks[r]=D;D<w&&(o=e.src.charCodeAt(D),de(o));)9===o?h+=4-(h+e.bsCount[r]+(s?1:0))%4:h++,D++;for(d=[e.bsCount[r]],e.bsCount[r]=e.sCount[r]+1+(b?1:0),l=D>=w,_=[e.sCount[r]],e.sCount[r]=h-a,k=[e.tShift[r]],e.tShift[r]=D-e.bMarks[r],C=e.md.block.ruler.getRules("blockquote"),g=e.parentType,e.parentType="blockquote",p=r+1;p<t&&(A=e.sCount[p]<e.blkIndent,!((D=e.bMarks[p]+e.tShift[p])>=(w=e.eMarks[p])));p++)if(62!==e.src.charCodeAt(D++)||A){if(l)break;for(v=!1,i=0,c=C.length;i<c;i++)if(C[i](e,p,t,!0)){v=!0;break}if(v){e.lineMax=p,0!==e.blkIndent&&(f.push(e.bMarks[p]),d.push(e.bsCount[p]),k.push(e.tShift[p]),_.push(e.sCount[p]),e.sCount[p]-=e.blkIndent);break}f.push(e.bMarks[p]),d.push(e.bsCount[p]),k.push(e.tShift[p]),_.push(e.sCount[p]),e.sCount[p]=-1}else{for(a=h=e.sCount[p]+1,32===e.src.charCodeAt(D)?(D++,a++,h++,s=!1,b=!0):9===e.src.charCodeAt(D)?(b=!0,(e.bsCount[p]+h)%4==3?(D++,a++,h++,s=!1):s=!0):b=!1,f.push(e.bMarks[p]),e.bMarks[p]=D;D<w&&(o=e.src.charCodeAt(D),de(o));)9===o?h+=4-(h+e.bsCount[p]+(s?1:0))%4:h++,D++;l=D>=w,d.push(e.bsCount[p]),e.bsCount[p]=e.sCount[p]+1+(b?1:0),_.push(e.sCount[p]),e.sCount[p]=h-a,k.push(e.tShift[p]),e.tShift[p]=D-e.bMarks[p]}for(m=e.blkIndent,e.blkIndent=0,(y=e.push("blockquote_open","blockquote",1)).markup=">",y.map=u=[r,0],e.md.block.tokenize(e,r,p),(y=e.push("blockquote_close","blockquote",-1)).markup=">",e.lineMax=x,e.parentType=g,u[1]=e.line,i=0;i<k.length;i++)e.bMarks[i+r]=f[i],e.tShift[i+r]=k[i],e.sCount[i+r]=_[i],e.bsCount[i+r]=d[i];return e.blkIndent=m,!0},["paragraph","reference","blockquote","list"]],["hr",function(e,r,t,n){var s,o,i,a,c=e.bMarks[r]+e.tShift[r],l=e.eMarks[r];if(e.sCount[r]-e.blkIndent>=4)return!1;if(42!==(s=e.src.charCodeAt(c++))&&45!==s&&95!==s)return!1;for(o=1;c<l;){if((i=e.src.charCodeAt(c++))!==s&&!me(i))return!1;i===s&&o++}return!(o<3)&&(n||(e.line=r+1,(a=e.push("hr","hr",0)).map=[r,e.line],a.markup=Array(o+1).join(String.fromCharCode(s))),!0)},["paragraph","reference","blockquote","list"]],["list",function(e,r,t,n){var s,o,i,a,c,l,u,p,h,f,d,m,g,_,k,b,v,C,y,A,x,D,w,E,q,S,F,L,z=!1,T=!0;if(e.sCount[r]-e.blkIndent>=4)return!1;if(e.listIndent>=0&&e.sCount[r]-e.listIndent>=4&&e.sCount[r]<e.blkIndent)return!1;if(n&&"paragraph"===e.parentType&&e.sCount[r]>=e.blkIndent&&(z=!0),(w=ke(e,r))>=0){if(u=!0,q=e.bMarks[r]+e.tShift[r],g=Number(e.src.slice(q,w-1)),z&&1!==g)return!1}else{if(!((w=_e(e,r))>=0))return!1;u=!1}if(z&&e.skipSpaces(w)>=e.eMarks[r])return!1;if(m=e.src.charCodeAt(w-1),n)return!0;for(d=e.tokens.length,u?(L=e.push("ordered_list_open","ol",1),1!==g&&(L.attrs=[["start",g]])):L=e.push("bullet_list_open","ul",1),L.map=f=[r,0],L.markup=String.fromCharCode(m),k=r,E=!1,F=e.md.block.ruler.getRules("list"),C=e.parentType,e.parentType="list";k<t;){for(D=w,_=e.eMarks[k],l=b=e.sCount[k]+w-(e.bMarks[r]+e.tShift[r]);D<_;){if(9===(s=e.src.charCodeAt(D)))b+=4-(b+e.bsCount[k])%4;else{if(32!==s)break;b++}D++}if((c=(o=D)>=_?1:b-l)>4&&(c=1),a=l+c,(L=e.push("list_item_open","li",1)).markup=String.fromCharCode(m),L.map=p=[r,0],u&&(L.info=e.src.slice(q,w-1)),x=e.tight,A=e.tShift[r],y=e.sCount[r],v=e.listIndent,e.listIndent=e.blkIndent,e.blkIndent=a,e.tight=!0,e.tShift[r]=o-e.bMarks[r],e.sCount[r]=b,o>=_&&e.isEmpty(r+1)?e.line=Math.min(e.line+2,t):e.md.block.tokenize(e,r,t,!0),e.tight&&!E||(T=!1),E=e.line-r>1&&e.isEmpty(e.line-1),e.blkIndent=e.listIndent,e.listIndent=v,e.tShift[r]=A,e.sCount[r]=y,e.tight=x,(L=e.push("list_item_close","li",-1)).markup=String.fromCharCode(m),k=r=e.line,p[1]=k,o=e.bMarks[r],k>=t)break;if(e.sCount[k]<e.blkIndent)break;if(e.sCount[r]-e.blkIndent>=4)break;for(S=!1,i=0,h=F.length;i<h;i++)if(F[i](e,k,t,!0)){S=!0;break}if(S)break;if(u){if((w=ke(e,k))<0)break;q=e.bMarks[k]+e.tShift[k]}else if((w=_e(e,k))<0)break;if(m!==e.src.charCodeAt(w-1))break}return(L=u?e.push("ordered_list_close","ol",-1):e.push("bullet_list_close","ul",-1)).markup=String.fromCharCode(m),f[1]=k,e.line=k,e.parentType=C,T&&function(e,r){var t,n,s=e.level+2;for(t=r+2,n=e.tokens.length-2;t<n;t++)e.tokens[t].level===s&&"paragraph_open"===e.tokens[t].type&&(e.tokens[t+2].hidden=!0,e.tokens[t].hidden=!0,t+=2)}(e,d),!0},["paragraph","reference","blockquote"]],["reference",function(e,r,t,n){var s,o,i,a,c,l,u,p,h,f,d,m,g,_,k,b,v=0,C=e.bMarks[r]+e.tShift[r],y=e.eMarks[r],A=r+1;if(e.sCount[r]-e.blkIndent>=4)return!1;if(91!==e.src.charCodeAt(C))return!1;for(;++C<y;)if(93===e.src.charCodeAt(C)&&92!==e.src.charCodeAt(C-1)){if(C+1===y)return!1;if(58!==e.src.charCodeAt(C+1))return!1;break}for(a=e.lineMax,k=e.md.block.ruler.getRules("reference"),f=e.parentType,e.parentType="reference";A<a&&!e.isEmpty(A);A++)if(!(e.sCount[A]-e.blkIndent>3||e.sCount[A]<0)){for(_=!1,l=0,u=k.length;l<u;l++)if(k[l](e,A,a,!0)){_=!0;break}if(_)break}for(y=(g=e.getLines(r,A,e.blkIndent,!1).trim()).length,C=1;C<y;C++){if(91===(s=g.charCodeAt(C)))return!1;if(93===s){h=C;break}(10===s||92===s&&++C<y&&10===g.charCodeAt(C))&&v++}if(h<0||58!==g.charCodeAt(h+1))return!1;for(C=h+2;C<y;C++)if(10===(s=g.charCodeAt(C)))v++;else if(!ve(s))break;if(!(d=e.md.helpers.parseLinkDestination(g,C,y)).ok)return!1;if(c=e.md.normalizeLink(d.str),!e.md.validateLink(c))return!1;for(o=C=d.pos,i=v+=d.lines,m=C;C<y;C++)if(10===(s=g.charCodeAt(C)))v++;else if(!ve(s))break;for(d=e.md.helpers.parseLinkTitle(g,C,y),C<y&&m!==C&&d.ok?(b=d.str,C=d.pos,v+=d.lines):(b="",C=o,v=i);C<y&&(s=g.charCodeAt(C),ve(s));)C++;if(C<y&&10!==g.charCodeAt(C)&&b)for(b="",C=o,v=i;C<y&&(s=g.charCodeAt(C),ve(s));)C++;return!(C<y&&10!==g.charCodeAt(C))&&(!!(p=be(g.slice(1,h)))&&(n||(void 0===e.env.references&&(e.env.references={}),void 0===e.env.references[p]&&(e.env.references[p]={title:b,href:c}),e.parentType=f,e.line=r+v+1),!0))}],["html_block",function(e,r,t,n){var s,o,i,a,c=e.bMarks[r]+e.tShift[r],l=e.eMarks[r];if(e.sCount[r]-e.blkIndent>=4)return!1;if(!e.md.options.html)return!1;if(60!==e.src.charCodeAt(c))return!1;for(a=e.src.slice(c,l),s=0;s<De.length&&!De[s][0].test(a);s++);if(s===De.length)return!1;if(n)return De[s][2];if(o=r+1,!De[s][1].test(a))for(;o<t&&!(e.sCount[o]<e.blkIndent);o++)if(c=e.bMarks[o]+e.tShift[o],l=e.eMarks[o],a=e.src.slice(c,l),De[s][1].test(a)){0!==a.length&&o++;break}return e.line=o,(i=e.push("html_block","",0)).map=[r,o],i.content=e.getLines(r,o,e.blkIndent,!0),!0},["paragraph","reference","blockquote"]],["heading",function(e,r,t,n){var s,o,i,a,c=e.bMarks[r]+e.tShift[r],l=e.eMarks[r];if(e.sCount[r]-e.blkIndent>=4)return!1;if(35!==(s=e.src.charCodeAt(c))||c>=l)return!1;for(o=1,s=e.src.charCodeAt(++c);35===s&&c<l&&o<=6;)o++,s=e.src.charCodeAt(++c);return!(o>6||c<l&&!we(s))&&(n||(l=e.skipSpacesBack(l,c),(i=e.skipCharsBack(l,35,c))>c&&we(e.src.charCodeAt(i-1))&&(l=i),e.line=r+1,(a=e.push("heading_open","h"+String(o),1)).markup="########".slice(0,o),a.map=[r,e.line],(a=e.push("inline","",0)).content=e.src.slice(c,l).trim(),a.map=[r,e.line],a.children=[],(a=e.push("heading_close","h"+String(o),-1)).markup="########".slice(0,o)),!0)},["paragraph","reference","blockquote"]],["lheading",function(e,r,t){var n,s,o,i,a,c,l,u,p,h,f=r+1,d=e.md.block.ruler.getRules("paragraph");if(e.sCount[r]-e.blkIndent>=4)return!1;for(h=e.parentType,e.parentType="paragraph";f<t&&!e.isEmpty(f);f++)if(!(e.sCount[f]-e.blkIndent>3)){if(e.sCount[f]>=e.blkIndent&&(c=e.bMarks[f]+e.tShift[f])<(l=e.eMarks[f])&&(45===(p=e.src.charCodeAt(c))||61===p)&&(c=e.skipChars(c,p),(c=e.skipSpaces(c))>=l)){u=61===p?1:2;break}if(!(e.sCount[f]<0)){for(s=!1,o=0,i=d.length;o<i;o++)if(d[o](e,f,t,!0)){s=!0;break}if(s)break}}return!!u&&(n=e.getLines(r,f,e.blkIndent,!1).trim(),e.line=f+1,(a=e.push("heading_open","h"+String(u),1)).markup=String.fromCharCode(p),a.map=[r,e.line],(a=e.push("inline","",0)).content=n,a.map=[r,e.line-1],a.children=[],(a=e.push("heading_close","h"+String(u),-1)).markup=String.fromCharCode(p),e.parentType=h,!0)}],["paragraph",function(e,r){var t,n,s,o,i,a,c=r+1,l=e.md.block.ruler.getRules("paragraph"),u=e.lineMax;for(a=e.parentType,e.parentType="paragraph";c<u&&!e.isEmpty(c);c++)if(!(e.sCount[c]-e.blkIndent>3||e.sCount[c]<0)){for(n=!1,s=0,o=l.length;s<o;s++)if(l[s](e,c,u,!0)){n=!0;break}if(n)break}return t=e.getLines(r,c,e.blkIndent,!1).trim(),e.line=c,(i=e.push("paragraph_open","p",1)).map=[r,e.line],(i=e.push("inline","",0)).content=t,i.map=[r,e.line],i.children=[],i=e.push("paragraph_close","p",-1),e.parentType=a,!0}]];function Le(){this.ruler=new O;for(var e=0;e<Fe.length;e++)this.ruler.push(Fe[e][0],Fe[e][1],{alt:(Fe[e][2]||[]).slice()})}Le.prototype.tokenize=function(e,r,t){for(var n,s=this.ruler.getRules(""),o=s.length,i=r,a=!1,c=e.md.options.maxNesting;i<t&&(e.line=i=e.skipEmptyLines(i),!(i>=t))&&!(e.sCount[i]<e.blkIndent);){if(e.level>=c){e.line=t;break}for(n=0;n<o&&!s[n](e,i,t,!1);n++);e.tight=!a,e.isEmpty(e.line-1)&&(a=!0),(i=e.line)<t&&e.isEmpty(i)&&(a=!0,i++,e.line=i)}},Le.prototype.parse=function(e,r,t,n){var s;e&&(s=new this.State(e,r,t,n),this.tokenize(s,s.line,s.lineMax))},Le.prototype.State=Se;var ze=Le;function Te(e){switch(e){case 10:case 33:case 35:case 36:case 37:case 38:case 42:case 43:case 45:case 58:case 60:case 61:case 62:case 64:case 91:case 92:case 93:case 94:case 95:case 96:case 123:case 125:case 126:return!0;default:return!1}}for(var Ie=/(?:^|[^a-z0-9.+-])([a-z][a-z0-9.+-]*)$/i,Me=w.isSpace,Re=w.isSpace,Be=[],Ne=0;Ne<256;Ne++)Be.push(0);"\\!\"#$%&'()*+,./:;<=>?@[]^_`{|}~-".split("").forEach((function(e){Be[e.charCodeAt(0)]=1}));function Oe(e,r){var t,n,s,o,i,a=[],c=r.length;for(t=0;t<c;t++)126===(s=r[t]).marker&&-1!==s.end&&(o=r[s.end],(i=e.tokens[s.token]).type="s_open",i.tag="s",i.nesting=1,i.markup="~~",i.content="",(i=e.tokens[o.token]).type="s_close",i.tag="s",i.nesting=-1,i.markup="~~",i.content="","text"===e.tokens[o.token-1].type&&"~"===e.tokens[o.token-1].content&&a.push(o.token-1));for(;a.length;){for(n=(t=a.pop())+1;n<e.tokens.length&&"s_close"===e.tokens[n].type;)n++;t!==--n&&(i=e.tokens[n],e.tokens[n]=e.tokens[t],e.tokens[t]=i)}}var Pe={tokenize:function(e,r){var t,n,s,o,i=e.pos,a=e.src.charCodeAt(i);if(r)return!1;if(126!==a)return!1;if(s=(n=e.scanDelims(e.pos,!0)).length,o=String.fromCharCode(a),s<2)return!1;for(s%2&&(e.push("text","",0).content=o,s--),t=0;t<s;t+=2)e.push("text","",0).content=o+o,e.delimiters.push({marker:a,length:0,token:e.tokens.length-1,end:-1,open:n.can_open,close:n.can_close});return e.pos+=n.length,!0},postProcess:function(e){var r,t=e.tokens_meta,n=e.tokens_meta.length;for(Oe(e,e.delimiters),r=0;r<n;r++)t[r]&&t[r].delimiters&&Oe(e,t[r].delimiters)}};function je(e,r){var t,n,s,o,i,a;for(t=r.length-1;t>=0;t--)95!==(n=r[t]).marker&&42!==n.marker||-1!==n.end&&(s=r[n.end],a=t>0&&r[t-1].end===n.end+1&&r[t-1].marker===n.marker&&r[t-1].token===n.token-1&&r[n.end+1].token===s.token+1,i=String.fromCharCode(n.marker),(o=e.tokens[n.token]).type=a?"strong_open":"em_open",o.tag=a?"strong":"em",o.nesting=1,o.markup=a?i+i:i,o.content="",(o=e.tokens[s.token]).type=a?"strong_close":"em_close",o.tag=a?"strong":"em",o.nesting=-1,o.markup=a?i+i:i,o.content="",a&&(e.tokens[r[t-1].token].content="",e.tokens[r[n.end+1].token].content="",t--))}var Ue={tokenize:function(e,r){var t,n,s=e.pos,o=e.src.charCodeAt(s);if(r)return!1;if(95!==o&&42!==o)return!1;for(n=e.scanDelims(e.pos,42===o),t=0;t<n.length;t++)e.push("text","",0).content=String.fromCharCode(o),e.delimiters.push({marker:o,length:n.length,token:e.tokens.length-1,end:-1,open:n.can_open,close:n.can_close});return e.pos+=n.length,!0},postProcess:function(e){var r,t=e.tokens_meta,n=e.tokens_meta.length;for(je(e,e.delimiters),r=0;r<n;r++)t[r]&&t[r].delimiters&&je(e,t[r].delimiters)}},Ve=w.normalizeReference,Ze=w.isSpace,$e=w.normalizeReference,Ge=w.isSpace,He=/^([a-zA-Z0-9.!#$%&'*+\/=?^_`{|}~-]+@[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?(?:\.[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?)*)$/,Je=/^([a-zA-Z][a-zA-Z0-9+.\-]{1,31}):([^<>\x00-\x20]*)$/,We=Ae.HTML_TAG_RE;var Ye=w.has,Ke=w.isValidEntityCode,Qe=w.fromCodePoint,Xe=/^&#((?:x[a-f0-9]{1,6}|[0-9]{1,7}));/i,er=/^&([a-z][a-z0-9]{1,31});/i;function rr(e,r){var t,n,s,o,i,a,c,l,u={},p=r.length;if(p){var h=0,f=-2,d=[];for(t=0;t<p;t++)if(s=r[t],d.push(0),r[h].marker===s.marker&&f===s.token-1||(h=t),f=s.token,s.length=s.length||0,s.close){for(u.hasOwnProperty(s.marker)||(u[s.marker]=[-1,-1,-1,-1,-1,-1]),i=u[s.marker][(s.open?3:0)+s.length%3],a=n=h-d[h]-1;n>i;n-=d[n]+1)if((o=r[n]).marker===s.marker&&o.open&&o.end<0&&(c=!1,(o.close||s.open)&&(o.length+s.length)%3==0&&(o.length%3==0&&s.length%3==0||(c=!0)),!c)){l=n>0&&!r[n-1].open?d[n-1]+1:0,d[t]=t-n+l,d[n]=l,s.open=!1,o.end=t,o.close=!1,a=-1,f=-2;break}-1!==a&&(u[s.marker][(s.open?3:0)+(s.length||0)%3]=a)}}}var tr=w.isWhiteSpace,nr=w.isPunctChar,sr=w.isMdAsciiPunct;function or(e,r,t,n){this.src=e,this.env=t,this.md=r,this.tokens=n,this.tokens_meta=Array(n.length),this.pos=0,this.posMax=this.src.length,this.level=0,this.pending="",this.pendingLevel=0,this.cache={},this.delimiters=[],this._prev_delimiters=[],this.backticks={},this.backticksScanned=!1,this.linkLevel=0}or.prototype.pushPending=function(){var e=new oe("text","",0);return e.content=this.pending,e.level=this.pendingLevel,this.tokens.push(e),this.pending="",e},or.prototype.push=function(e,r,t){this.pending&&this.pushPending();var n=new oe(e,r,t),s=null;return t<0&&(this.level--,this.delimiters=this._prev_delimiters.pop()),n.level=this.level,t>0&&(this.level++,this._prev_delimiters.push(this.delimiters),this.delimiters=[],s={delimiters:this.delimiters}),this.pendingLevel=this.level,this.tokens.push(n),this.tokens_meta.push(s),n},or.prototype.scanDelims=function(e,r){var t,n,s,o,i,a,c,l,u,p=e,h=!0,f=!0,d=this.posMax,m=this.src.charCodeAt(e);for(t=e>0?this.src.charCodeAt(e-1):32;p<d&&this.src.charCodeAt(p)===m;)p++;return s=p-e,n=p<d?this.src.charCodeAt(p):32,c=sr(t)||nr(String.fromCharCode(t)),u=sr(n)||nr(String.fromCharCode(n)),a=tr(t),(l=tr(n))?h=!1:u&&(a||c||(h=!1)),a?f=!1:c&&(l||u||(f=!1)),r?(o=h,i=f):(o=h&&(!f||c),i=f&&(!h||u)),{can_open:o,can_close:i,length:s}},or.prototype.Token=oe;var ir=or,ar=[["text",function(e,r){for(var t=e.pos;t<e.posMax&&!Te(e.src.charCodeAt(t));)t++;return t!==e.pos&&(r||(e.pending+=e.src.slice(e.pos,t)),e.pos=t,!0)}],["linkify",function(e,r){var t,n,s,o,i,a,c;return!!e.md.options.linkify&&(!(e.linkLevel>0)&&(!((t=e.pos)+3>e.posMax)&&(58===e.src.charCodeAt(t)&&(47===e.src.charCodeAt(t+1)&&(47===e.src.charCodeAt(t+2)&&(!!(n=e.pending.match(Ie))&&(s=n[1],!!(o=e.md.linkify.matchAtStart(e.src.slice(t-s.length)))&&(i=(i=o.url).replace(/\*+$/,""),a=e.md.normalizeLink(i),!!e.md.validateLink(a)&&(r||(e.pending=e.pending.slice(0,-s.length),(c=e.push("link_open","a",1)).attrs=[["href",a]],c.markup="linkify",c.info="auto",(c=e.push("text","",0)).content=e.md.normalizeLinkText(i),(c=e.push("link_close","a",-1)).markup="linkify",c.info="auto"),e.pos+=i.length-s.length,!0)))))))))}],["newline",function(e,r){var t,n,s,o=e.pos;if(10!==e.src.charCodeAt(o))return!1;if(t=e.pending.length-1,n=e.posMax,!r)if(t>=0&&32===e.pending.charCodeAt(t))if(t>=1&&32===e.pending.charCodeAt(t-1)){for(s=t-1;s>=1&&32===e.pending.charCodeAt(s-1);)s--;e.pending=e.pending.slice(0,s),e.push("hardbreak","br",0)}else e.pending=e.pending.slice(0,-1),e.push("softbreak","br",0);else e.push("softbreak","br",0);for(o++;o<n&&Me(e.src.charCodeAt(o));)o++;return e.pos=o,!0}],["escape",function(e,r){var t,n,s,o,i,a=e.pos,c=e.posMax;if(92!==e.src.charCodeAt(a))return!1;if(++a>=c)return!1;if(10===(t=e.src.charCodeAt(a))){for(r||e.push("hardbreak","br",0),a++;a<c&&(t=e.src.charCodeAt(a),Re(t));)a++;return e.pos=a,!0}return o=e.src[a],t>=55296&&t<=56319&&a+1<c&&(n=e.src.charCodeAt(a+1))>=56320&&n<=57343&&(o+=e.src[a+1],a++),s="\\"+o,r||(i=e.push("text_special","",0),t<256&&0!==Be[t]?i.content=o:i.content=s,i.markup=s,i.info="escape"),e.pos=a+1,!0}],["backticks",function(e,r){var t,n,s,o,i,a,c,l,u=e.pos;if(96!==e.src.charCodeAt(u))return!1;for(t=u,u++,n=e.posMax;u<n&&96===e.src.charCodeAt(u);)u++;if(c=(s=e.src.slice(t,u)).length,e.backticksScanned&&(e.backticks[c]||0)<=t)return r||(e.pending+=s),e.pos+=c,!0;for(i=a=u;-1!==(i=e.src.indexOf("`",a));){for(a=i+1;a<n&&96===e.src.charCodeAt(a);)a++;if((l=a-i)===c)return r||((o=e.push("code_inline","code",0)).markup=s,o.content=e.src.slice(u,i).replace(/\n/g," ").replace(/^ (.+) $/,"$1")),e.pos=a,!0;e.backticks[l]=i}return e.backticksScanned=!0,r||(e.pending+=s),e.pos+=c,!0}],["strikethrough",Pe.tokenize],["emphasis",Ue.tokenize],["link",function(e,r){var t,n,s,o,i,a,c,l,u="",p="",h=e.pos,f=e.posMax,d=e.pos,m=!0;if(91!==e.src.charCodeAt(e.pos))return!1;if(i=e.pos+1,(o=e.md.helpers.parseLinkLabel(e,e.pos,!0))<0)return!1;if((a=o+1)<f&&40===e.src.charCodeAt(a)){for(m=!1,a++;a<f&&(n=e.src.charCodeAt(a),Ze(n)||10===n);a++);if(a>=f)return!1;if(d=a,(c=e.md.helpers.parseLinkDestination(e.src,a,e.posMax)).ok){for(u=e.md.normalizeLink(c.str),e.md.validateLink(u)?a=c.pos:u="",d=a;a<f&&(n=e.src.charCodeAt(a),Ze(n)||10===n);a++);if(c=e.md.helpers.parseLinkTitle(e.src,a,e.posMax),a<f&&d!==a&&c.ok)for(p=c.str,a=c.pos;a<f&&(n=e.src.charCodeAt(a),Ze(n)||10===n);a++);}(a>=f||41!==e.src.charCodeAt(a))&&(m=!0),a++}if(m){if(void 0===e.env.references)return!1;if(a<f&&91===e.src.charCodeAt(a)?(d=a+1,(a=e.md.helpers.parseLinkLabel(e,a))>=0?s=e.src.slice(d,a++):a=o+1):a=o+1,s||(s=e.src.slice(i,o)),!(l=e.env.references[Ve(s)]))return e.pos=h,!1;u=l.href,p=l.title}return r||(e.pos=i,e.posMax=o,e.push("link_open","a",1).attrs=t=[["href",u]],p&&t.push(["title",p]),e.linkLevel++,e.md.inline.tokenize(e),e.linkLevel--,e.push("link_close","a",-1)),e.pos=a,e.posMax=f,!0}],["image",function(e,r){var t,n,s,o,i,a,c,l,u,p,h,f,d,m="",g=e.pos,_=e.posMax;if(33!==e.src.charCodeAt(e.pos))return!1;if(91!==e.src.charCodeAt(e.pos+1))return!1;if(a=e.pos+2,(i=e.md.helpers.parseLinkLabel(e,e.pos+1,!1))<0)return!1;if((c=i+1)<_&&40===e.src.charCodeAt(c)){for(c++;c<_&&(n=e.src.charCodeAt(c),Ge(n)||10===n);c++);if(c>=_)return!1;for(d=c,(u=e.md.helpers.parseLinkDestination(e.src,c,e.posMax)).ok&&(m=e.md.normalizeLink(u.str),e.md.validateLink(m)?c=u.pos:m=""),d=c;c<_&&(n=e.src.charCodeAt(c),Ge(n)||10===n);c++);if(u=e.md.helpers.parseLinkTitle(e.src,c,e.posMax),c<_&&d!==c&&u.ok)for(p=u.str,c=u.pos;c<_&&(n=e.src.charCodeAt(c),Ge(n)||10===n);c++);else p="";if(c>=_||41!==e.src.charCodeAt(c))return e.pos=g,!1;c++}else{if(void 0===e.env.references)return!1;if(c<_&&91===e.src.charCodeAt(c)?(d=c+1,(c=e.md.helpers.parseLinkLabel(e,c))>=0?o=e.src.slice(d,c++):c=i+1):c=i+1,o||(o=e.src.slice(a,i)),!(l=e.env.references[$e(o)]))return e.pos=g,!1;m=l.href,p=l.title}return r||(s=e.src.slice(a,i),e.md.inline.parse(s,e.md,e.env,f=[]),(h=e.push("image","img",0)).attrs=t=[["src",m],["alt",""]],h.children=f,h.content=s,p&&t.push(["title",p])),e.pos=c,e.posMax=_,!0}],["autolink",function(e,r){var t,n,s,o,i,a,c=e.pos;if(60!==e.src.charCodeAt(c))return!1;for(i=e.pos,a=e.posMax;;){if(++c>=a)return!1;if(60===(o=e.src.charCodeAt(c)))return!1;if(62===o)break}return t=e.src.slice(i+1,c),Je.test(t)?(n=e.md.normalizeLink(t),!!e.md.validateLink(n)&&(r||((s=e.push("link_open","a",1)).attrs=[["href",n]],s.markup="autolink",s.info="auto",(s=e.push("text","",0)).content=e.md.normalizeLinkText(t),(s=e.push("link_close","a",-1)).markup="autolink",s.info="auto"),e.pos+=t.length+2,!0)):!!He.test(t)&&(n=e.md.normalizeLink("mailto:"+t),!!e.md.validateLink(n)&&(r||((s=e.push("link_open","a",1)).attrs=[["href",n]],s.markup="autolink",s.info="auto",(s=e.push("text","",0)).content=e.md.normalizeLinkText(t),(s=e.push("link_close","a",-1)).markup="autolink",s.info="auto"),e.pos+=t.length+2,!0))}],["html_inline",function(e,r){var t,n,s,o,i,a=e.pos;return!!e.md.options.html&&(s=e.posMax,!(60!==e.src.charCodeAt(a)||a+2>=s)&&(!(33!==(t=e.src.charCodeAt(a+1))&&63!==t&&47!==t&&!function(e){var r=32|e;return r>=97&&r<=122}(t))&&(!!(n=e.src.slice(a).match(We))&&(r||((o=e.push("html_inline","",0)).content=e.src.slice(a,a+n[0].length),i=o.content,/^<a[>\s]/i.test(i)&&e.linkLevel++,function(e){return/^<\/a\s*>/i.test(e)}(o.content)&&e.linkLevel--),e.pos+=n[0].length,!0))))}],["entity",function(e,t){var n,s,o,i=e.pos,a=e.posMax;if(38!==e.src.charCodeAt(i))return!1;if(i+1>=a)return!1;if(35===e.src.charCodeAt(i+1)){if(s=e.src.slice(i).match(Xe))return t||(n="x"===s[1][0].toLowerCase()?parseInt(s[1].slice(1),16):parseInt(s[1],10),(o=e.push("text_special","",0)).content=Ke(n)?Qe(n):Qe(65533),o.markup=s[0],o.info="entity"),e.pos+=s[0].length,!0}else if((s=e.src.slice(i).match(er))&&Ye(r,s[1]))return t||((o=e.push("text_special","",0)).content=r[s[1]],o.markup=s[0],o.info="entity"),e.pos+=s[0].length,!0;return!1}]],cr=[["balance_pairs",function(e){var r,t=e.tokens_meta,n=e.tokens_meta.length;for(rr(0,e.delimiters),r=0;r<n;r++)t[r]&&t[r].delimiters&&rr(0,t[r].delimiters)}],["strikethrough",Pe.postProcess],["emphasis",Ue.postProcess],["fragments_join",function(e){var r,t,n=0,s=e.tokens,o=e.tokens.length;for(r=t=0;r<o;r++)s[r].nesting<0&&n--,s[r].level=n,s[r].nesting>0&&n++,"text"===s[r].type&&r+1<o&&"text"===s[r+1].type?s[r+1].content=s[r].content+s[r+1].content:(r!==t&&(s[t]=s[r]),t++);r!==t&&(s.length=t)}]];function lr(){var e;for(this.ruler=new O,e=0;e<ar.length;e++)this.ruler.push(ar[e][0],ar[e][1]);for(this.ruler2=new O,e=0;e<cr.length;e++)this.ruler2.push(cr[e][0],cr[e][1])}lr.prototype.skipToken=function(e){var r,t,n=e.pos,s=this.ruler.getRules(""),o=s.length,i=e.md.options.maxNesting,a=e.cache;if(void 0===a[n]){if(e.level<i)for(t=0;t<o&&(e.level++,r=s[t](e,!0),e.level--,!r);t++);else e.pos=e.posMax;r||e.pos++,a[n]=e.pos}else e.pos=a[n]},lr.prototype.tokenize=function(e){for(var 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s(e){return e.replace("%TLDS%",r.src_tlds)}e.onCompile(),e.__tlds_replaced__||n.push("a[cdefgilmnoqrstuwxz]|b[abdefghijmnorstvwyz]|c[acdfghiklmnoruvwxyz]|d[ejkmoz]|e[cegrstu]|f[ijkmor]|g[abdefghilmnpqrstuwy]|h[kmnrtu]|i[delmnoqrst]|j[emop]|k[eghimnprwyz]|l[abcikrstuvy]|m[acdeghklmnopqrstuvwxyz]|n[acefgilopruz]|om|p[aefghklmnrstwy]|qa|r[eosuw]|s[abcdeghijklmnortuvxyz]|t[cdfghjklmnortvwz]|u[agksyz]|v[aceginu]|w[fs]|y[et]|z[amw]"),n.push(r.src_xn),r.src_tlds=n.join("|"),r.email_fuzzy=RegExp(s(r.tpl_email_fuzzy),"i"),r.link_fuzzy=RegExp(s(r.tpl_link_fuzzy),"i"),r.link_no_ip_fuzzy=RegExp(s(r.tpl_link_no_ip_fuzzy),"i"),r.host_fuzzy_test=RegExp(s(r.tpl_host_fuzzy_test),"i");var o=[];function i(e,r){throw new Error('(LinkifyIt) Invalid schema "'+e+'": '+r)}e.__compiled__={},Object.keys(e.__schemas__).forEach((function(r){var t=e.__schemas__[r];if(null!==t){var n={validate:null,link:null};if(e.__compiled__[r]=n,"[object Object]"===hr(t))return!function(e){return"[object 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example/webui/web/js/texmath.js 0 → 100644
View file @ aefd9f11
/*---------------------------------------------------------------------------------------------
* Copyright (c) Stefan Goessner - 2017-22. All rights reserved.
* Licensed under the MIT License. See License.txt in the project root for license information.
*--------------------------------------------------------------------------------------------*/
'use strict';
function escapeHTML(text) {
return text
.replace(/&/g, "&amp;")
.replace(/</g, "&lt;")
.replace(/>/g, "&gt;")
.replace(/"/g, "&quot;")
.replace(/'/g, "&#039;");
}
function texmath(md, options) {
const delimiters = texmath.mergeDelimiters(options && options.delimiters);
const outerSpace = options && options.outerSpace || false; // inline rules, effectively `dollars` require surrounding spaces, i.e ` $\psi$ `, to be accepted as inline formulas. This is primarily a guard against misinterpreting single `$`'s in normal markdown text (relevant for inline math only. Default: `false`, for backwards compatibility).
const katexOptions = options && options.katexOptions || {};
katexOptions.throwOnError = katexOptions.throwOnError || false;
katexOptions.macros = katexOptions.macros || options && options.macros; // ensure backwards compatibility
if (!texmath.katex) { // else ... deprecated `use` method was used ...
if (options && typeof options.engine === 'object') {
texmath.katex = options.engine;
}
else if (typeof module === "object")
texmath.katex = require('katex');
else // artifical error object.
texmath.katex = { renderToString() { return 'No math renderer found.' } };
}
// inject inline rules to markdown-it
for (const rule of delimiters.inline) {
if (!!outerSpace && 'outerSpace' in rule) rule.outerSpace = true;
md.inline.ruler.before('escape', rule.name, texmath.inline(rule)); // ! important
md.renderer.rules[rule.name] = (tokens, idx) => rule.tmpl.replace(/\$1/,texmath.render(tokens[idx].content,!!rule.displayMode,katexOptions));
}
// inject block rules to markdown-it
for (const rule of delimiters.block) {
md.block.ruler.before('fence', rule.name, texmath.block(rule)); // ! important for ```math delimiters
md.renderer.rules[rule.name] = (tokens, idx) => rule.tmpl.replace(/\$2/,escapeHTML(tokens[idx].info)) // equation number .. ?
.replace(/\$1/,texmath.render(tokens[idx].content,true,katexOptions));
}
}
texmath.mergeDelimiters = function(delims) {
const delimsArr = Array.isArray(delims) ? delims
: typeof delims === "string" ? [delims]
: ['dollars'];
const delimiters = { inline:[], block:[]}; // target of merge process ...
for (const delim of delimsArr) // merge them into delimiters ...
if (delim in texmath.rules) {
delimiters.inline.push(...texmath.rules[delim].inline);
delimiters.block.push(...texmath.rules[delim].block);
}
return delimiters;
}
// texmath.inline = (rule) => dollar; // just for debugging/testing ..
texmath.inline = (rule) =>
function(state, silent) {
const pos = state.pos;
const str = state.src;
const pre = str.startsWith(rule.tag, rule.rex.lastIndex = pos) && (!rule.pre || rule.pre(str, rule.outerSpace, pos)); // valid pre-condition ...
const match = pre && rule.rex.exec(str);
const res = !!match && pos < rule.rex.lastIndex && (!rule.post || rule.post(str, rule.outerSpace, rule.rex.lastIndex - 1));
if (res) {
if (!silent) {
const token = state.push(rule.name, 'math', 0);
token.content = match[1];
token.markup = rule.tag;
}
state.pos = rule.rex.lastIndex;
}
return res;
}
texmath.block = (rule) =>
function block(state, begLine, endLine, silent) {
const pos = state.bMarks[begLine] + state.tShift[begLine];
const str = state.src;
const pre = str.startsWith(rule.tag, rule.rex.lastIndex = pos) && (!rule.pre || rule.pre(str, false, pos)); // valid pre-condition ....
const match = pre && rule.rex.exec(str);
const res = !!match
&& pos < rule.rex.lastIndex
&& (!rule.post || rule.post(str, false, rule.rex.lastIndex - 1));
if (res && !silent) { // match and valid post-condition ...
const endpos = rule.rex.lastIndex - 1;
let curline;
for (curline = begLine; curline < endLine; curline++)
if (endpos >= state.bMarks[curline] + state.tShift[curline] && endpos <= state.eMarks[curline]) // line for end of block math found ...
break;
// "this will prevent lazy continuations from ever going past our end marker"
// s. https://github.com/markdown-it/markdown-it-container/blob/master/index.js
const lineMax = state.lineMax;
const parentType = state.parentType;
state.lineMax = curline;
state.parentType = 'math';
if (parentType === 'blockquote') // remove all leading '>' inside multiline formula
match[1] = match[1].replace(/(\n*?^(?:\s*>)+)/gm,'');
// begin token
let token = state.push(rule.name, 'math', 0); // 'math_block'
token.block = true;
token.tag = rule.tag;
token.markup = '';
token.content = match[1];
token.info = match[match.length-1]; // eq.no
token.map = [ begLine, curline+1 ];
// token.hidden = true;
// end token ... superfluous ...
state.parentType = parentType;
state.lineMax = lineMax;
state.line = curline+1;
}
return res;
}
texmath.render = function(tex,displayMode,options) {
options.displayMode = displayMode;
let res;
try {
res = texmath.katex.renderToString(tex, options);
}
catch(err) {
res = escapeHTML(`${tex}:${err.message}`)
}
return res;
}
// ! deprecated ... use options !
texmath.use = function(katex) { // math renderer used ...
texmath.katex = katex; // ... katex solely at current ...
return texmath;
}
/*
function dollar(state, silent) {
var start, max, marker, matchStart, matchEnd, token,
pos = state.pos,
ch = state.src.charCodeAt(pos);
if (ch !== 0x24) { return false; } // $
start = pos;
pos++;
max = state.posMax;
while (pos < max && state.src.charCodeAt(pos) === 0x24) { pos++; }
marker = state.src.slice(start, pos);
matchStart = matchEnd = pos;
while ((matchStart = state.src.indexOf('$', matchEnd)) !== -1) {
matchEnd = matchStart + 1;
while (matchEnd < max && state.src.charCodeAt(matchEnd) === 0x24) { matchEnd++; }
if (matchEnd - matchStart === marker.length) {
if (!silent) {
token = state.push('math_inline', 'math', 0);
token.markup = marker;
token.content = state.src.slice(pos, matchStart)
.replace(/[ \n]+/g, ' ')
.trim();
}
state.pos = matchEnd;
return true;
}
}
if (!silent) { state.pending += marker; }
state.pos += marker.length;
return true;
};
*/
// used for enable/disable math rendering by `markdown-it`
texmath.inlineRuleNames = ['math_inline','math_inline_double'];
texmath.blockRuleNames = ['math_block','math_block_eqno'];
texmath.$_pre = (str,outerSpace,beg) => {
const prv = beg > 0 ? str[beg-1].charCodeAt(0) : false;
return outerSpace ? !prv || prv === 0x20 // space (avoiding regex's for performance reasons)
: !prv || prv !== 0x5c // no backslash,
&& (prv < 0x30 || prv > 0x39); // no decimal digit .. before opening '$'
}
texmath.$_post = (str,outerSpace,end) => {
const nxt = str[end+1] && str[end+1].charCodeAt(0);
return outerSpace ? !nxt || nxt === 0x20 // space (avoiding regex's for performance reasons)
|| nxt === 0x2e // '.'
|| nxt === 0x2c // ','
|| nxt === 0x3b // ';'
: !nxt || nxt < 0x30 || nxt > 0x39; // no decimal digit .. after closing '$'
}
texmath.rules = {
brackets: {
inline: [
{ name: 'math_inline',
rex: /\\\((.+?)\\\)/gy,
tmpl: '<eq>$1</eq>',
tag: '\\('
}
],
block: [
{ name: 'math_block_eqno',
rex: /\\\[(((?!\\\]|\\\[)[\s\S])+?)\\\]\s*?\(([^)$\r\n]+?)\)/gmy,
tmpl: '<section class="eqno"><eqn>$1</eqn><span>($2)</span></section>',
tag: '\\['
},
{ name: 'math_block',
rex: /\\\[([\s\S]+?)\\\]/gmy,
tmpl: '<section><eqn>$1</eqn></section>',
tag: '\\['
}
]
},
doxygen: {
inline: [
{ name: 'math_inline',
rex: /\\f\$(.+?)\\f\$/gy,
tmpl: '<eq>$1</eq>',
tag: '\\f$'
}
],
block: [
{ name: 'math_block_eqno',
rex: /\\f\[([^]+?)\\f\]\s*?\(([^)\s]+?)\)/gmy,
tmpl: '<section class="eqno"><eqn>$1</eqn><span>($2)</span></section>',
tag: '\\f['
},
{ name: 'math_block',
rex: /\\f\[([^]+?)\\f\]/gmy,
tmpl: '<section><eqn>$1</eqn></section>',
tag: '\\f['
}
]
},
gitlab: {
inline: [
{ name: 'math_inline',
rex: /\$`(.+?)`\$/gy,
tmpl: '<eq>$1</eq>',
tag: '$`'
}
],
block: [
{ name: 'math_block_eqno',
rex: /`{3}math\s*([^`]+?)\s*?`{3}\s*\(([^)\r\n]+?)\)/gm,
tmpl: '<section class="eqno"><eqn>$1</eqn><span>($2)</span></section>',
tag: '```math'
},
{ name: 'math_block',
rex: /`{3}math\s*([^`]*?)\s*`{3}/gm,
tmpl: '<section><eqn>$1</eqn></section>',
tag: '```math'
}
]
},
julia: {
inline: [
{ name: 'math_inline',
rex: /`{2}([^`]+?)`{2}/gy,
tmpl: '<eq>$1</eq>',
tag: '``'
},
{ name: 'math_inline',
rex: /\$((?:\S?)|(?:\S.*?\S))\$/gy,
tmpl: '<eq>$1</eq>',
tag: '$',
spaceEnclosed: false,
pre: texmath.$_pre,
post: texmath.$_post,
}
],
block: [
{ name: 'math_block_eqno',
rex: /`{3}math\s+?([^`]+?)\s+?`{3}\s*?\(([^)$\r\n]+?)\)/gmy,
tmpl: '<section class="eqno"><eqn>$1</eqn><span>($2)</span></section>',
tag: '```math'
},
{ name: 'math_block',
rex: /`{3}math\s+?([^`]+?)\s+?`{3}/gmy,
tmpl: '<section><eqn>$1</eqn></section>',
tag: '```math'
}
]
},
kramdown: {
inline: [
{ name: 'math_inline',
rex: /\${2}(.+?)\${2}/gy,
tmpl: '<eq>$1</eq>',
tag: '$$'
}
],
block: [
{ name: 'math_block_eqno',
rex: /\${2}([^$]+?)\${2}\s*?\(([^)\s]+?)\)/gmy,
tmpl: '<section class="eqno"><eqn>$1</eqn><span>($2)</span></section>',
tag: '$$'
},
{ name: 'math_block',
rex: /\${2}([^$]+?)\${2}/gmy,
tmpl: '<section><eqn>$1</eqn></section>',
tag: '$$'
}
]
},
beg_end: {
inline: [],
block: [
{
name: "math_block",
rex: /(\\(?:begin)\{([a-z]+)\}[\s\S]+?\\(?:end)\{\2\})/gmy, // regexp to match \begin{...}...\end{...} environment.
tmpl: "<section><eqn>$1</eqn></section>",
tag: "\\"
}
]
},
dollars: {
inline: [
{ name: 'math_inline_double',
rex: /\${2}([^$]*?[^\\])\${2}/gy,
tmpl: '<section><eqn>$1</eqn></section>',
tag: '$$',
displayMode: true,
pre: texmath.$_pre,
post: texmath.$_post
},
{ name: 'math_inline',
rex: /\$((?:[^\s\\])|(?:\S.*?[^\s\\]))\$/gy,
tmpl: '<eq>$1</eq>',
tag: '$',
outerSpace: false,
pre: texmath.$_pre,
post: texmath.$_post
}
],
block: [
{ name: 'math_block_eqno',
rex: /\${2}([^$]*?[^\\])\${2}\s*?\(([^)\s]+?)\)/gmy,
tmpl: '<section class="eqno"><eqn>$1</eqn><span>($2)</span></section>',
tag: '$$'
},
{ name: 'math_block',
rex: /\${2}([^$]*?[^\\])\${2}/gmy,
tmpl: '<section><eqn>$1</eqn></section>',
tag: '$$'
}
]
}
};
if (typeof module === "object" && module.exports)
module.exports = texmath;
example/webui/webui.cpp 0 → 100644
View file @ aefd9f11
// Provide by Jacques CHEN (http://whchen.net/index.php/About.html)
// HTML file reference from ChatGLM-MNN （https://github.com/wangzhaode/ChatGLM-MNN)
#include "model.h"
#include "httplib.h"
#include <cstdio>
#include <cstring>
#include <iostream>
#include <thread>
#include <stdlib.h>
#include <string>
#include <mutex>
struct WebConfig {
std::string path = "chatglm-6b-int4.bin"; // 模型文件路径
std::string webPath = "web"; // 网页文件路径
int threads = 4; // 使用的线程数
bool lowMemMode = false; // 是否使用低内存模式
int port = 8081; // 端口号
};
void Usage() {
std::cout << "Usage:" << std::endl;
std::cout << "[-h|--help]: 显示帮助" << std::endl;
std::cout << "<-p|--path> <args>: 模型文件的路径" << std::endl;
std::cout << "<-w|--web> <args>: 网页文件的路径" << std::endl;
std::cout << "<-t|--threads> <args>: 使用的线程数量" << std::endl;
std::cout << "<-l|--low>: 使用低内存模式" << std::endl;
std::cout << "<--port> <args>: 网页端口号" << std::endl;
}
void ParseArgs(int argc, char **argv, WebConfig &config) {
std::vector <std::string> sargv;
for (int i = 0; i < argc; i++) {
sargv.push_back(std::string(argv[i]));
}
for (int i = 1; i < argc; i++) {
if (sargv[i] == "-h" || sargv[i] == "--help") {
Usage();
exit(0);
} else if (sargv[i] == "-p" || sargv[i] == "--path") {
config.path = sargv[++i];
} else if (sargv[i] == "-t" || sargv[i] == "--threads") {
config.threads = atoi(sargv[++i].c_str());
} else if (sargv[i] == "-l" || sargv[i] == "--low") {
config.lowMemMode = true;
} else if (sargv[i] == "-w" || sargv[i] == "--web") {
config.webPath = sargv[++i];
} else if (sargv[i] == "--port") {
config.port = atoi(sargv[++i].c_str());
} else {
Usage();
exit(-1);
}
}
}
struct ChatSession {
std::string history = "";
std::string input = "";
std::string output = "";
int round = 0;
int status = 0; // 0: 空闲 1: 结果生成好了 2: 已经写回了
};
std::map <std::string, ChatSession*> sessions;
std::mutex locker;
int main(int argc, char** argv) {
WebConfig config;
ParseArgs(argc, argv, config);
fastllm::SetThreads(config.threads);
fastllm::SetLowMemMode(config.lowMemMode);
auto model = fastllm::CreateLLMModelFromFile(config.path);
httplib::Server svr;
auto chat = [&](ChatSession *session, const std::string input) {
if (input == "reset" || input == "stop") {
session->history = "";
session->round = 0;
session->output = "<eop>\n";
session->status = 2;
} else {
auto prompt = model->MakeInput(session->history, session->round, input);
auto inputs = model->weight.tokenizer.Encode(prompt);
std::vector<int> tokens;
for (int i = 0; i < inputs.Count(0); i++) {
tokens.push_back(((float *) inputs.cpuData)[i]);
}
int handleId = model->LaunchResponseTokens(tokens);
std::vector<float> results;
while (true) {
int result = model->FetchResponseTokens(handleId);
if (result == -1) {
break;
} else {
results.clear();
results.push_back(result);
session->output += model->weight.tokenizer.Decode(fastllm::Data (fastllm::DataType::FLOAT32, {(int)results.size()}, results));
}
if (session->status == 2) {
break;
}
}
session->history = model->MakeHistory(session->history, session->round++, input, session->output);
session->output += "<eop>\n";
session->status = 2;
}
};
svr.Post("/chat", [&](const httplib::Request &req, httplib::Response &res) {
const std::string uuid = req.get_header_value("uuid");
locker.lock();
if (sessions.find(uuid) == sessions.end()) {
sessions[uuid] = new ChatSession();
}
auto *session = sessions[uuid];
locker.unlock();
if (session->status != 0) {
res.set_content(session->output, "text/plain");
if (session->status == 2) {
session->status = 0;
}
} else {
session->output = "";
session->status = 1;
std::thread chat_thread(chat, session, req.body);
chat_thread.detach();
}
});
svr.set_mount_point("/", config.webPath);
std::cout << ">>> please open http://127.0.0.1:" + std::to_string(config.port) + "\n";
svr.listen("0.0.0.0", config.port);
return 0;
}
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